{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3f40677e",
   "metadata": {},
   "source": [
    "# High-Frequency Grid Trading - Simplified from GLFT\n",
    "\n",
    "One of the challenges in using the GLFT model is that it assumes a parametric form for order arrival intensity. However, in some cases, the data does not fit this function well. To address this, you can replace the parametric model with non-parametric approaches, such as using a simple mean, median, or a percentile estimate. A simpler solution is to remove the dynamic estimation of spread and skew based on order arrival intensity, relying only on volatility.\n",
    "\n",
    "This issue is more common in pairs with a large tick size. As demonstrated in [the large tick size assets example](https://hftbacktest.readthedocs.io/en/latest/tutorials/Queue-Based%20Market%20Making%20in%20Large%20Tick%20Size%20Assets.html), the problem can be mitigated by incorporating the micro price. While the BBO-based micro price has little impact on pairs with small tick sizes, it can be highly effective for large tick size pairs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0c8ef816-5277-45f8-a46c-cdf43ae16989",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import datetime\n",
    "import itertools\n",
    "\n",
    "from multiprocessing import Pool\n",
    "\n",
    "import polars as pl\n",
    "\n",
    "import numpy as np\n",
    "\n",
    "from numba import njit, uint64, float64\n",
    "from numba.typed import Dict\n",
    "\n",
    "from matplotlib import pyplot as plt\n",
    "\n",
    "from hftbacktest import BUY, SELL, GTX, LIMIT, BUY_EVENT, SELL_EVENT\n",
    "from hftbacktest import BacktestAsset, ROIVectorMarketDepthBacktest, Recorder\n",
    "from hftbacktest.stats import LinearAssetRecord\n",
    "\n",
    "@njit\n",
    "def gridtrading(hbt, recorder, vol_to_half_spread, min_grid_step, grid_num, skew, max_notional_position):\n",
    "    asset_no = 0\n",
    "    tick_size = hbt.depth(asset_no).tick_size\n",
    "    lot_size = hbt.depth(asset_no).lot_size\n",
    "\n",
    "    mid_price_chg = np.full(300_000_000, np.nan, np.float64)\n",
    "\n",
    "    t = 0\n",
    "    prev_mid_price_tick = np.nan\n",
    "    mid_price_tick = np.nan\n",
    "    volatility = np.nan\n",
    "        \n",
    "    # Running interval in nanoseconds.\n",
    "    while hbt.elapse(100_000_000) == 0:\n",
    "        # Clears cancelled, filled or expired orders.        \n",
    "        hbt.clear_inactive_orders(asset_no)\n",
    "\n",
    "        depth = hbt.depth(asset_no)\n",
    "        position = hbt.position(asset_no)\n",
    "        orders = hbt.orders(asset_no)\n",
    "\n",
    "        best_bid = depth.best_bid\n",
    "        best_ask = depth.best_ask\n",
    "        best_bid_qty = depth.best_bid_qty\n",
    "        best_ask_qty = depth.best_ask_qty\n",
    "\n",
    "        micro_price = (best_bid * best_ask_qty + best_ask * best_bid_qty) / (best_bid_qty + best_ask_qty)\n",
    "        mid_price = (best_bid + best_ask) / 2.0\n",
    "\n",
    "        mid_price_tick = mid_price / tick_size\n",
    "        \n",
    "        # Records the mid-price change for volatility calculation.\n",
    "        mid_price_chg[t] = mid_price_tick - prev_mid_price_tick\n",
    "        prev_mid_price_tick = mid_price_tick\n",
    "        \n",
    "        #--------------------------------------------------------\n",
    "        # Calculates the market volatility.\n",
    "        \n",
    "        # Updates the volatility every 5-sec.\n",
    "        if t % 50 == 0:\n",
    "            # Window size is 10-minute.\n",
    "            if t >= 6_000 - 1:\n",
    "                # Updates the volatility.\n",
    "                volatility = np.nanstd(mid_price_chg[t + 1 - 6_000:t + 1]) * np.sqrt(10)\n",
    "\n",
    "        notional_position = position * mid_price\n",
    "        normalized_position = notional_position / max_notional_position\n",
    "\n",
    "        half_spread_tick = volatility * vol_to_half_spread\n",
    "\n",
    "        bid_depth_tick = half_spread_tick * (1 + skew * normalized_position)\n",
    "        ask_depth_tick = half_spread_tick * (1 - skew * normalized_position)\n",
    "\n",
    "        # Please see Market Making with Alpha example series.\n",
    "        # https://hftbacktest.readthedocs.io/en/latest/tutorials/Market%20Making%20with%20Alpha%20-%20Order%20Book%20Imbalance.html\n",
    "        # https://hftbacktest.readthedocs.io/en/latest/tutorials/Market%20Making%20with%20Alpha%20-%20Basis.html\n",
    "        # https://hftbacktest.readthedocs.io/en/latest/tutorials/Market%20Making%20with%20Alpha%20-%20APT.html\n",
    "        #\n",
    "        # Without alpha, this relies heavily on rebates combined with short-term mean reversion to the current price — \n",
    "        # a behavior that has been observed to be particularly strong in altcoins.\n",
    "        forecast_mid_price = micro_price # mid_price + b1 * alpha\n",
    "\n",
    "        # Sets the order quantity to be equivalent to a notional value of $100.\n",
    "        order_qty = max(round((100 / mid_price) / lot_size), 1) * lot_size\n",
    "\n",
    "        # Since our price is skewed, it may cross the spread. To ensure market making and avoid crossing the spread, \n",
    "        # limit the price to the best bid and best ask.\n",
    "        bid_price = np.minimum(forecast_mid_price - bid_depth_tick * tick_size, best_bid)\n",
    "        ask_price = np.maximum(forecast_mid_price + ask_depth_tick * tick_size, best_ask)\n",
    "\n",
    "        # min_grid_step enforces grid interval changes to be no less than min_grid_step, which\n",
    "        # stabilizes the grid_interval and keeps the orders on the grid more stable.\n",
    "        grid_interval = max(np.round(half_spread_tick * tick_size / min_grid_step) * min_grid_step, min_grid_step)\n",
    "\n",
    "        # Aligns the prices to the grid.\n",
    "        bid_price = np.floor(bid_price / grid_interval) * grid_interval\n",
    "        ask_price = np.ceil(ask_price / grid_interval) * grid_interval\n",
    "        \n",
    "        #--------------------------------------------------------\n",
    "        # Updates quotes.\n",
    "        \n",
    "        # Creates a new grid for buy orders.\n",
    "        new_bid_orders = Dict.empty(np.uint64, np.float64)\n",
    "        if normalized_position < 1 and np.isfinite(bid_price):\n",
    "            for i in range(grid_num):\n",
    "                bid_price_tick = round(bid_price / tick_size)\n",
    "                \n",
    "                # order price in tick is used as order id.\n",
    "                new_bid_orders[uint64(bid_price_tick)] = bid_price\n",
    "                \n",
    "                bid_price -= grid_interval\n",
    "\n",
    "        # Creates a new grid for sell orders.\n",
    "        new_ask_orders = Dict.empty(np.uint64, np.float64)\n",
    "        if normalized_position > -1 and np.isfinite(ask_price):\n",
    "            for i in range(grid_num):\n",
    "                ask_price_tick = round(ask_price / tick_size)\n",
    "                \n",
    "                # order price in tick is used as order id.\n",
    "                new_ask_orders[uint64(ask_price_tick)] = ask_price\n",
    "\n",
    "                ask_price += grid_interval\n",
    "                \n",
    "        order_values = orders.values();\n",
    "        while order_values.has_next():\n",
    "            order = order_values.get()\n",
    "            # Cancels if a working order is not in the new grid.\n",
    "            if order.cancellable:\n",
    "                if (\n",
    "                    (order.side == BUY and order.order_id not in new_bid_orders)\n",
    "                    or (order.side == SELL and order.order_id not in new_ask_orders)\n",
    "                ):\n",
    "                    hbt.cancel(asset_no, order.order_id, False)\n",
    "                    \n",
    "        for order_id, order_price in new_bid_orders.items():\n",
    "            # Posts a new buy order if there is no working order at the price on the new grid.\n",
    "            if order_id not in orders:\n",
    "                hbt.submit_buy_order(asset_no, order_id, order_price, order_qty, GTX, LIMIT, False)\n",
    "                \n",
    "        for order_id, order_price in new_ask_orders.items():\n",
    "            # Posts a new sell order if there is no working order at the price on the new grid.\n",
    "            if order_id not in orders:\n",
    "                hbt.submit_sell_order(asset_no, order_id, order_price, order_qty, GTX, LIMIT, False)\n",
    "        \n",
    "        #--------------------------------------------------------\n",
    "        # Records variables and stats for analysis.\n",
    "        \n",
    "        t += 1\n",
    "\n",
    "        if t >= len(mid_price_chg):\n",
    "            raise Exception\n",
    "        \n",
    "        # Records the current state for stat calculation.\n",
    "        recorder.record(hbt)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4dc02bfd-1dd2-475d-a029-8d9e2ed5ea56",
   "metadata": {},
   "source": [
    "## Binance\n",
    "\n",
    "<div class=\"alert alert-info\">\n",
    "    \n",
    "**Note:** This example is for educational purposes only and demonstrates effective strategies for high-frequency market-making schemes. All backtests are based on a 0.005% rebate, the highest market maker rebate available on Binance Futures. See <a href=\"https://www.binance.com/en/support/announcement/binance-updates-usd%E2%93%A2-margined-futures-liquidity-provider-program-2024-06-03-fefc6aa25e0947e2bf745c1c56bea13e\">Binance Upgrades USDⓢ-Margined Futures Liquidity Provider Program</a> for more details.\n",
    "    \n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "db9207ab-cbda-4966-9783-157d8219f11d",
   "metadata": {},
   "outputs": [],
   "source": [
    "dates = []\n",
    "date = datetime.datetime(2025, 4, 1)\n",
    "until = datetime.datetime(2025, 7, 31)\n",
    "while date <= until:\n",
    "    dates.append(date.strftime(\"%Y%m%d\"))\n",
    "    date += datetime.timedelta(days=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "85517083",
   "metadata": {},
   "outputs": [],
   "source": [
    "latency_data = np.concatenate(\n",
    "    [np.load('latency/order_latency_{}.npz'.format(date))['data'] for date in dates]\n",
    ")\n",
    "    \n",
    "def backtest(args):\n",
    "    asset_name, asset_info, vol_to_half_spread = args\n",
    "\n",
    "    # Obtains the mid-price of the assset to determine the range of interest for the market depth.\n",
    "    snapshot = np.load('binance_data/{}/{}_20250331_eod.npz'.format(asset_name, asset_name))['data']\n",
    "    best_bid = max(snapshot[snapshot['ev'] & BUY_EVENT == BUY_EVENT]['px'])\n",
    "    best_ask = min(snapshot[snapshot['ev'] & SELL_EVENT == SELL_EVENT]['px'])\n",
    "    mid_price = (best_bid + best_ask) / 2.0\n",
    "    \n",
    "    data = ['binance_data/{}/{}_{}.npz'.format(asset_name, asset_name, date) for date in dates]\n",
    "    \n",
    "    asset = (\n",
    "        BacktestAsset()\n",
    "            .data(data)\n",
    "            .initial_snapshot('binance_data/{}/{}_20250331_eod.npz'.format(asset_name, asset_name))\n",
    "            .linear_asset(1.0) \n",
    "            .intp_order_latency(latency_data)\n",
    "            .power_prob_queue_model3(3.0) \n",
    "            .no_partial_fill_exchange()\n",
    "            .trading_value_fee_model(-0.00005, 0.0007)\n",
    "            .tick_size(asset_info['tick_size'])\n",
    "            .lot_size(asset_info['lot_size'])\n",
    "            .roi_lb(0)\n",
    "            .roi_ub(mid_price * 10)\n",
    "    )\n",
    "    hbt = ROIVectorMarketDepthBacktest([asset])\n",
    "\n",
    "    max_notional_position = 1000\n",
    "    grid_num = 20\n",
    "    skew = 1\n",
    "    min_grid_step = asset_info['tick_size']\n",
    "    \n",
    "    recorder = Recorder(1, 300_000_000)\n",
    "\n",
    "    gridtrading(hbt, recorder.recorder, vol_to_half_spread, min_grid_step, grid_num, skew, max_notional_position)\n",
    "\n",
    "    hbt.close()\n",
    "\n",
    "    recorder.to_npz('gridtrading_stats/binance_{}_{}.npz'.format(asset_name, vol_to_half_spread))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "db2ba3b2-380f-4fd3-925a-d1ad5e3f4426",
   "metadata": {},
   "outputs": [],
   "source": [
    "%%capture\n",
    "\n",
    "with open('binance_assets.json', 'r') as f:\n",
    "    assets =  json.load(f)\n",
    "\n",
    "args = list(itertools.product(list(assets.items()), [5]))\n",
    "args = [(*tup, x) for tup, x in args]\n",
    "\n",
    "with Pool(4) as p:\n",
    "    print(p.map(backtest, args))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "b0b56f5e-7869-4ddd-87cc-c00d45162a32",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = np.load('gridtrading_stats/binance_SOLUSDT_5.npz')['0']\n",
    "stats = (\n",
    "    LinearAssetRecord(data)\n",
    "        .resample('5m')\n",
    "        .stats()\n",
    ")\n",
    "stats.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "294b6d69-2de2-4955-80c3-0f6375609eae",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = np.load('gridtrading_stats/binance_ONDOUSDT_5.npz')['0']\n",
    "stats = (\n",
    "    LinearAssetRecord(data)\n",
    "        .resample('5m')\n",
    "        .stats()\n",
    ")\n",
    "stats.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "2b956ebb-6f17-47af-994c-9565da102e63",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = np.load('gridtrading_stats/binance_XRPUSDT_5.npz')['0']\n",
    "stats = (\n",
    "    LinearAssetRecord(data)\n",
    "        .resample('5m')\n",
    "        .stats()\n",
    ")\n",
    "stats.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ed9e5374-9b4e-4a15-8a54-46144fc43cde",
   "metadata": {},
   "outputs": [],
   "source": [
    "equity_values = {}\n",
    "for i, (asset_name, _) in enumerate(assets.items()):\n",
    "    data = np.load('gridtrading_stats/binance_{}_5.npz'.format(asset_name))['0']\n",
    "    stats = (\n",
    "        LinearAssetRecord(data)\n",
    "            .resample('5m')\n",
    "            .stats()\n",
    "    )\n",
    "\n",
    "    equity = stats.entire.with_columns(\n",
    "        (pl.col('equity_wo_fee') - pl.col('fee')).alias('equity')\n",
    "    ).select(['timestamp', 'equity'])\n",
    "    equity_values[asset_name] = equity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "a7bdbce8-97ad-4b89-8779-389b76050613",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Cumulative Returns (%)')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "fig.set_size_inches(10, 3)\n",
    "\n",
    "legend = []\n",
    "net_equity = None\n",
    "for i, equity in enumerate(list(equity_values.values())):\n",
    "    asset_number = i + 1\n",
    "    if net_equity is None:\n",
    "        net_equity = equity['equity'].clone()\n",
    "    else:\n",
    "        net_equity += equity['equity'].clone()\n",
    "\n",
    "# 2_000 is capital for each trading asset.\n",
    "net_equity_df = pl.DataFrame({\n",
    "    'cum_ret': (net_equity / asset_number) / 2_000 * 100,\n",
    "    'timestamp': equity['timestamp']\n",
    "})\n",
    "net_equity_rs_df = net_equity_df.group_by_dynamic(\n",
    "    index_column='timestamp',\n",
    "    every='1d'\n",
    ").agg([\n",
    "    pl.col('cum_ret').last()\n",
    "])\n",
    "pnl = net_equity_rs_df['cum_ret'].diff()\n",
    "sr = pnl.mean() / pnl.std()\n",
    "ann_sr = sr * np.sqrt(365)\n",
    "\n",
    "plt.plot(net_equity_df['timestamp'], net_equity_df['cum_ret'])\n",
    "legend.append('{} assets, SR={:.2f} (Daily SR={:.2f})'.format(asset_number, ann_sr, sr))\n",
    "\n",
    "plt.legend(\n",
    "    legend,\n",
    "    loc='upper center', bbox_to_anchor=(0.5, -0.15),\n",
    "    fancybox=True, shadow=True, ncol=3\n",
    ")\n",
    "\n",
    "plt.grid()\n",
    "plt.ylabel('Cumulative Returns (%)')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a565aa5a-bfe2-4b24-8fd2-09b0921d1e0e",
   "metadata": {},
   "source": [
    "## Bybit \n",
    "\n",
    "<div class=\"alert alert-info\">\n",
    "    \n",
    "**Note:** This example is for educational purposes only and demonstrates effective strategies for high-frequency market-making schemes. All backtests are based on a 0.0025% rebate, the market maker rebate available on Bybit Futures. See <a href=\"https://www.bybit.com/en/help-center/article/Introduction-to-the-Market-Maker-Incentive-Program\">Introduction to the Market Maker Incentive Program</a> for more details.\n",
    "    \n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "dc1eb888-3bd2-4de8-9d01-bd1c317c9e31",
   "metadata": {},
   "outputs": [],
   "source": [
    "dates = []\n",
    "date = datetime.datetime(2025, 4, 1)\n",
    "until = datetime.datetime(2025, 7, 31)\n",
    "while date <= until:\n",
    "    dates.append(date.strftime(\"%Y%m%d\"))\n",
    "    date += datetime.timedelta(days=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "ff8476c8-a603-4423-a3e6-623168ac1a46",
   "metadata": {},
   "outputs": [],
   "source": [
    "latency_data = np.concatenate(\n",
    "    [np.load('bybit_latency/order_latency_{}.npz'.format(date))['data'] for date in dates]\n",
    ")\n",
    "    \n",
    "def backtest(args):\n",
    "    asset_name, asset_info, vol_to_half_spread = args\n",
    "\n",
    "    # Obtains the mid-price of the assset to determine the range of interest for the market depth.\n",
    "    snapshot = np.load('bybit_data/{}/{}_20250331_eod.npz'.format(asset_name, asset_name))['data']\n",
    "    best_bid = max(snapshot[snapshot['ev'] & BUY_EVENT == BUY_EVENT]['px'])\n",
    "    best_ask = min(snapshot[snapshot['ev'] & SELL_EVENT == SELL_EVENT]['px'])\n",
    "    mid_price = (best_bid + best_ask) / 2.0\n",
    "\n",
    "    data = ['bybit_data/{}/{}_{}.npz'.format(asset_name, asset_name, date) for date in dates]\n",
    "    \n",
    "    asset = (\n",
    "        BacktestAsset()\n",
    "            .data(data)\n",
    "            # Tardis collects Bybit data from Tokyo, but the Bybit server is located in Singapore.\n",
    "            # \n",
    "            # Therefore, if we assume our strategy will run in Singapore, we need to adjust for the feed latency.\n",
    "            # The round-trip time (RTT) between Tokyo and Singapore is approximately 70 ms.\n",
    "            # For our purposes, we subtract 30 ms as the estimated one-way latency from Singapore to Tokyo, including a small buffer.\n",
    "            #\n",
    "            # https://docs.tardis.dev/historical-data-details/bybit#market-data-collection-details\n",
    "            # https://bybit-exchange.github.io/docs/faq#where-are-bybits-servers-located\n",
    "            # https://elitwilliams.medium.com/geographic-latency-in-crypto-how-to-optimally-co-locate-your-aws-trading-server-to-any-exchange-58965ea173a8\n",
    "            .latency_offset(-30_000_000)\n",
    "            .initial_snapshot('bybit_data/{}/{}_20250331_eod.npz'.format(asset_name, asset_name))\n",
    "            .linear_asset(1.0) \n",
    "            .intp_order_latency(latency_data)\n",
    "            .power_prob_queue_model3(3.0) \n",
    "            .no_partial_fill_exchange()\n",
    "            .trading_value_fee_model(-0.000025, 0.00055)\n",
    "            .tick_size(asset_info['tick_size'])\n",
    "            .lot_size(asset_info['lot_size'])\n",
    "            .roi_lb(0)\n",
    "            .roi_ub(mid_price * 10)\n",
    "    )\n",
    "    hbt = ROIVectorMarketDepthBacktest([asset])\n",
    "\n",
    "    max_notional_position = 1000\n",
    "    grid_num = 20\n",
    "    skew = 1\n",
    "    min_grid_step = asset_info['tick_size']\n",
    "    \n",
    "    recorder = Recorder(1, 300_000_000)\n",
    "\n",
    "    gridtrading(hbt, recorder.recorder, vol_to_half_spread, min_grid_step, grid_num, skew, max_notional_position)\n",
    "\n",
    "    hbt.close()\n",
    "\n",
    "    recorder.to_npz('gridtrading_stats/bybit_{}_{}.npz'.format(asset_name, vol_to_half_spread))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "811c472d-ba8a-4954-b61f-c4caa3a0334f",
   "metadata": {},
   "outputs": [],
   "source": [
    "%%capture\n",
    "\n",
    "with open('bybit_assets.json', 'r') as f:\n",
    "    assets =  json.load(f)\n",
    "\n",
    "args = list(itertools.product(list(assets.items()), [5]))\n",
    "args = [(*tup, x) for tup, x in args]\n",
    "    \n",
    "with Pool(4) as p:\n",
    "    print(p.map(backtest, args))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "2d02e2c1-311f-4092-9dd3-3ef8f220620a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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w8OBBtk2hUODYsWOs0ZiQkACpVMrpk5+fj8uXL3eoYUk8loROhUKhQEpKCmQyGfz9/VFcXNzRQyIQCAQCgUDo1BRUNrCPqxv4NR61ivwKhQLXCxgBRnVNGSROOsX/fSn5eGlMBO/Y1nKzuAb3fnCM175rwWCrP1dX4LnnnsNPP/2EXbt2wdHRkc2JdHZ2hq2tLSiKwsKFC7F69Wp0794d3bt3x+rVq2FnZ4eHHnqI7fvkk09i0aJFcHd3h5ubG1555RVER0ezKrEdATEsCS1GKGy2tcjlcva8DQ0NxLAkEAgEAoFAEOB2WR12JOdi7qAQPPXdObbd3V7G6detWzf2MUVRuFXK1EvUNFQDeoZlehFjcForT++Xc7ex9o9rKK1V8PZlrpl413kqtXz22WcAgBEjRnDaN2/ejHnz5gEAFi9ejPr6ejz77LMoLy/HgAEDcODAATg6OrL9N2zYAIlEglmzZqG+vh6jRo3Cli1bIBa3XTWK5uhSobDHjx/HlClT4OfnB4qieKGb8+bNA0VRnL977rmH06exsRHPP/88PDw8YG9vj6lTpyInJ6cdXwWBQCAQCAQCgdA6Hv3mX6w/mIblu69w2qMDXDjbLi66bYqi4NYUKktJ+CGzh1IL0evtP/HFsRutHt+rv14SNCq147hboWla8E9rVALM9UlMTER+fj4aGhpw7NgxVjVWi42NDT7++GOUlpairq4Oe/bs4YlrtjddyrCsra1FbGwsNm3aZLTP+PHjkZ+fz/7t27ePs3/hwoXYsWMHtm3bhhMnTqCmpgaTJ0+GWq02ckYCgUAgEAgEAqHzcOpGKbJKGYXV7cm5zfTW4eDgAE9HxqMpsuELJD713Tk0KDVY88e1Vo2vpKaRsx3mYQ9/F6KbcafTpUJhJ0yYgAkTJpjsI5fLWTUlQyorK/HNN9/g+++/Z+OPf/jhBwQGBuLQoUNGi4k2NjaisVH3BamurgbAlOdQKnVx7CqVCjRNQ61Wg6Zp3nnamo54zrZEo9GApmloNBpOjUtro71u2ufqbGivg1Kp7NDwBmuh/c7of3cIlkGuYeeAvA+th1zD9oVc79bTWa7hnK9OG92nUqk42/pjtbe3x1ODg3HqZhlA0/j60Tg89X2y4Hnyy2vg4WC6XIYx+q48xD7WKBvx3IgoABQW/ZqCIeHurb5+neV90GJ4ze9WupRhaQ5Hjx6Fl5cXXFxcMHz4cKxatYqtg5iUlASlUomxY8ey/f38/BAVFYWTJ08aNSzXrFmD5cuX89oPHz7M1l0EAIlEAl9fX+Tn58PDwwMymYx3DME8aJpGWVkZaJpGQ0MDFArhUAprol0w6GwoFArU19fj+PHjd9SNS1/JjNAyyDXsHJD3ofWQa9i+kOvdejryGio1gKkpvGFNRK04jJbCwkK8Eq2Cm7sKtRlnjZ5r666/0MvVMqfF0XwKO7J0i+DqukqoqopRklQMHx8fLI0FPG0KeRGFLaWzfJZLSko6egidgjvKsJwwYQIeeOABBAcHIzMzE2+99RbuvfdeJCUlQS6Xo6CgADKZjFPvBQC8vb15Xzp9li5dipdffpndzs3NRWRkJEaNGsUpgtrQ0IDs7GyIxWKT57M2HV0Mta0QiUQICgqCvb19mz4PTdOorq6Go6Njp7yODQ0NsLW1xbBhw2BjY9PRw2k1SqUSBw8exJgxYyCV3jm1q9oTcg07B+R9aD3kGrYv5Hq3ns5wDbu/dcDk/iFDhrCPxWIxYmNjOftv3LiByspKeHl5ISAgAC+eEj5fQr++GBHhKbjPkO9OZ0NMATtOcUNoVVXF2PlfRu8kPj7erHOZQ2d4H/TJzTU/HPlO5o4yLGfPns0+joqKQt++fREcHIy9e/dixowZRo9rzjCTy+WQy3WhAFVVVQAYD6X+h1mtVkMkEsHPzw8SiaRd8jY1Gg1qamrg4ODASknfKUil0nYJ/dSGv1IU1SmvoUgkAkVRkEqlneLmaS3utNfTEZBr2Dkg70PrIdewfSHXu/V0xDWkaRqJBkI9hszqGwCJRAInJyfY2NggICCAN8etra2FRCJBWVkZQkNDMXdgMLaeusU7V62CNus1GtanNEQiYcyNkpIS+Pj4WHURv7N8lrWv8W7njr4Kvr6+CA4ORnp6OgDAx8cHCoUC5eXlHK9lUVGRVYuJtqcRoNFooFAoYGNj0ymNIkO2bNmChQsXoqKioqOHYhW+/PJLrFixArm5uVi/fj0WLlzY0UMiEAhmsOmvdBRVN+KdaVHNdyYQCIROQGp+laABSKuZPMOND/ZBqAcT5dW9e3ezzxvoZifYvv9KARb+7wLm9A/EmhkxFo93UDd3xEXrjMi8vDyIxWI2RY1w59H5LZFWUFpaitu3b8PX1xcAkJCQAKlUyonHzs/Px+XLl61qWHZFhEq1UBSF8ePHW/V5Zs+ejbS0NHY7MTERffr0sepzWEJoaCj+/PPPFh1bVVWFBQsW4LXXXkNubi6eeeYZK4+OQCC0BeW1Crx/IA3fnbqFg6mFHT0cAoFAMItJG0/w2u6L84eqvACvT+iJME8HUBSFHj16mH1OlUqFMoOSIFNi/QAAf1xm0rp+PnMb+ZX1gsenFfL1KSJ9nfDJQ/H46el7cG9Pb86+mpoas8dG6Hp0KY9lTU0NMjIy2O3MzExcuHABbm5ucHNzQ2JiImbOnAlfX19kZWXh9ddfh4eHB+677z4AgLOzM5588kksWrQI7u7ucHNzwyuvvILo6GhWJfZuZvz48di8eTOnTT8E2BrY2trC1rZzyE1funQJpaWlGDlyJEf111yys7OhVCoxadIkdvGCQCB0fr4/rVvxf7qpqPihl4ch3MvR2CEEAoHQoajUfNX6rLWTAACPhOtSr0JDQ+HgwC8jYozy8nKoVErQGjUokRj/vj4Ko9cf4/XbcDAN6+6P5bW/ufMy+3hO/0Csmh4NkYjxUgpVK2hoaDB7bISuR5fyWJ47dw5xcXGIi4sDALz88suIi4vD22+/DbFYjJSUFEybNg0RERGYO3cuIiIicOrUKTg66iYLGzZswPTp0zFr1iwMHjwYdnZ22LNnzx1RxqG1aEu16P/phwynp6ezAjKRkZE4ePAgKIrCzp07ATCKvBRFccJcL1y4AIqikJWVBYAJhdUW6t2yZQuWL1+Oixcvsh7SLVu24IknnsDkyZM5Y1OpVPDx8cG3337LGzdN0/D09MRvv/3GtvXp04cTanHq1ClIpVLOStmuXbswbtw41nj+7bff0Lt3b8jlcoSEhOCDDz4weq22bNmC6OhoAEBYWBjnNe7ZswcJCQmwsbFBWFgYli9fzlFzraysxDPPPAMvLy84OTnh3nvvxcWLF40+F4FAsC7rD6bx2kavP46QJXvRoCQ1jQkEQueiplGF8Df+4LSdXHIvAMYw1Ec7xzKXqqoqyKtyoCjKBADI1PWoquV7J//vXA5CluwFTdPYmZyLkCV7EbJkL85klrF91syIYY1KQFht39LxEboWXcpjOWLECJO1Gvfv39/sOWxsbPDxxx/j448/tubQjEPTgLKu7c6v0TDnV4gBwxxLqR1gpQRpjUaDGTNmwMPDA6dPn0ZVVVWr8wlnz56Ny5cv488//8ShQ0y9I2dnZ0RERGDYsGHIz89nPYH79u1DTU0NZs2axTsPRVEYNmwYjh49ipkzZ6K8vBypqamwt7dHamoqIiMjcfToUSQkJHBW8Xbv3o0XX3wRAGMAP/jgg0hMTMTs2bNx8uRJPPvss3B3d8e8efMExx4YGIjRo0fjzJkzCAwMhKenJ/bv349HHnkEGzduxNChQ3Hjxg02RHbZsmWgaRqTJk2Cm5sb9u3bB2dnZ3zxxRcYNWoU0tLS4Obm1qprSiAQdORX1qO0RoEof2e2rTnDcUdyLub0D2K3C6saMGD1YSwaE4HnR5mfs0QgEAjWQK2hEbWMO7+9sXoixE0GnGHElaXCOBUVFRjW3RPV9UqM7NcLN2/ehKL4FuQ+4YL9H99yFkevF/Pa7wnjz18qKyt5bSUlJfDz87NojISuQ5cyLLskyjpgddt9gUQAXIztfD0PkJlfquP333/nhU+89tpreOutt3Do0CFcvXoVWVlZCAgIAACsXr0aEyZMaNG4ASYs1sHBARKJBD4+Pmz7oEGD0KNHD3z//fdYvHgxAGDz5s144IEHjIZ3jBgxAl9++SUA4Pjx44iNjUVQUBCOHj3KGpYjRoxg++fm5uLixYuYOHEiAOCTTz7Bvffei7feegsAEBERgdTUVLz33nuChqWtrS3c3d0BAJ6enuz4V61ahSVLlmDu3LkAGG/mihUrsHjxYixbtgxHjhxBSkoKioqKWE/p+++/j507d+LXX38leZoEgoVo1Qj/fX0UvJ105XgalGoMXPMXAOC3/w5EsLs9p2C3MX5NysHIHl7wcbbB4auFeHIrEyr7wcE0YlgSCIR2Z9LGv3ltYj2voGGZi5YoropEFKb08YebI4WyMmBIuDvOGkmFFDIqAWBspA9nm6ZpFBUV8foplUqLx0foOhDDksAycuRIfPbZZ5w2rQft6tWrCAoKYo1KABg4cGCbjeWpp57Cl19+icWLF6OoqAh79+7F4cOHjfYfMWIEXnzxRZSUlODYsWMYMWIEgoKCcOzYMTzzzDM4efIkx8O6e/duDB48GG5ubtBoNEhLS2NzcbUMHjwYH374IdRqtdmh0klJSTh79ixWrVrFtqnVajQ0NKCurg5JSUmoqalhjVIt9fX1uHHjhlnPQSAQGC7n6lbDn/3xPF4b3xOzvjiFfS8MxUS9ydjMz04ZPYernRTldbqJTtKtcizZfsno5IlAIBDak2sFunDS+xMCMK63j9G+rdXF0EYFLhrTA7O2ZUEkF1aL1e+rNWQfHxzC7lMqlWxFBsLdBTEs2xqpHeM5bCM0Gg2qqqvh5OjILzciNX5DEMLe3h7h4cKhD0IhyIarYtrn1+/b0pWpxx57DEuWLMGpU6dw6tQphISEYOjQoUb7R0VFwd3dHceOHcOxY8fwzjvvIDAwEKtWrcLZs2dRX1/PKRi8e/duTJs2jfP6DF+PqbBrY2g0GixfvlywbqqNjQ00Gg18fX1x9OhR3n6Sd0AgWMaOZN1KfdKtcsz6gjEgJwqs8BuycHR3PNA3EC62UqzedxU//pvN7iNGJYFA6AzUKXT6DGMivfH+A3zxHH2ioswrnySRSDjaD1q0db2lEhGmhYqwJw9YMa033trFr52pKsuBRtkImVco3p4azZlDpaWlEZGeuxRiWLY1FGVROKrFaDSAVM08RxvWsYyMjER2djby8vLY2PhTp7heAE9PTwBMCRet6M+FCxdMnlcmk0Gt5uc8ubu7Y/r06di8eTNOnTqFxx9/3OR5tHmWu3btwuXLlzF06FA4OjpCqVTi888/R3x8PCviVFNTgyNHjuCTTz5hj+/RowdOnODKeJ88eRIREREWCTvFx8fj+vXrRg30+Ph4FBQUQCKRICQkxOzzEggEPv9klLT42McGhsDNXgYAWHVfNMewNMbhq4UY1cu72X4dQb1CDTVNw0FOftYJhDuFCr1oikVjI6x2XplMZtKwBIB5g0OwMT4eFEXxDEuaprHl0Rg0KjWotXHHrEEhnP1CRqWbmxvKysogkZB71J1Ml1KFJbQtjY2NKCgo4PyVlDATt9GjR6NHjx547LHHcPHiRfz999944403OMeHh4cjMDAQiYmJSEtLw969e00qqwJASEgIWzampKSEk4T+1FNPYevWrbh69Sqbs2iKESNG4KeffkJMTAycnJxYY/PHH3/k5Ff++eef6N69O8LCwti2BQsW4K+//sKKFSuQlpaGrVu3YtOmTXjllVfMuXQsb7/9Nr777jskJibiypUruHr1Kv73v//hzTffBMBcx4EDB2L69OnYv38/srKycPLkSbz55ps4d+6cRc9FIHRlfjl3GznllgubldcqQNM0csrrOCFilqI1KrX8vXhks8do8y07ippG/kRQy5RNJxC1bD8q60n+EoFwJ6DR0Bi09i92u4e36XJIzs7OJvfrI5VKBdsNVVyLi5noje+e6A8/Zxu80mTcbn4kBm72cvi62KKHfSMoioJGo0FSUhKSkpIEz631aAoZtIQ7B2JYElj+/PNP+Pr6cv604aMikQg7duxAY2Mj+vfvj6eeeoqTRwgwN6qff/4Z165dQ2xsLN59912sXLnS5HPOnDkT48ePx8iRI+Hp6Ymff/6Z3Td69Gj4+vpi3LhxZimIjRw5Emq1mmNEDh8+HGq1GsOHD2fbdu3axQmDBYDY2Fhs27YN27ZtQ1RUFN5++2288847gsI9phg3bhx+//13HDx4EP369cM999yD9evXIzg4GABzY923bx+GDRuGJ554AhEREXjwwQeRlZUFb+/O6QkhEKzNA5+fxKu/XsKQd4+wbaU1jVh/4DqqGnSGUVFVAzQaXUh60q1yxK04iPA3/uAca4qLy8Zi4ejuOPPGKHz0YB8AwIKR/IiCQDc7TI7pvPVoN/+Tiahl+7Huz2u8fQ1KNTKKGKWN2OUH2ntoBAKhDTh0tZCzbUyUx8aGES3TL7HWHEFBQc13gi7FaViEJ04uHYUF93ZH1tpJiPbR1SNXq9VQKpW4coUfLqtPaWkp5xjCnQnxRxMAMHUZt2zZYrJPREQE/v7bdO7S4MGDcenSJU6bfq7ivHnzOMaaXC7Hr7/+Kniu+vp6VFRU4MknnzQ9+CaioqJ4eZELFy7kiPao1Wrs27cPf/zxBwyZOXMmHnjgAbOeC2BqZQrlYY4bNw7jxo0zepyjoyM2btyIjRs3mv1cBMKdxOkrmVDXV0HqyiwYqTU0EpoUWzf+lYGstZNYtVdAVwR85mcn2f5CrLovCvcnBGDw2iMoqWGiH5xtpVg4mllln9bHH0O7e8LVTni1/vdL+VZ4debz7YlMvPN7Kn5++h4M7OZusu/yPakAgE+P3sDi8T05+1Jy+ZL+BAKha/PM9zrP32cPxxvtpw07tUQNViaTCbbb29ujtraW3TYWtmp4vOG8zxBbW1vU1+tqYxYWFpKSI3coxLAkdDo0Gg0KCgrwwQcfwNnZGVOnTrXauUtLS/HSSy+hX79+VjsngUAwj+oGJa7kVUFVzYTYqyoYQy63nFuMe8R7fG/kHynCRt+Ft8fATiaBWESxEvy+zjasYWmIYQisPpNjfFnjMtjdDt6ONjiTVWa0vyXQNI1GlQY2UiZn+2RGCd75nTEW53x1GmkrJ0AmEaFeoYaNVMSZJOZX8ouV63PFwLAsq1WYfJ0EAqHzUduogp2MuT88pRd2/+akXpgQLRxNoR+6yhNwbMkY9IxKgG+sNjQ0NOuZFKJXr14oLCxkS6PU1BipZULo8hDDktDpyM7ORmhoKAICArBlyxarJnp7eXmx+Y4EAqHtqVOo8NO/2RjRwwuj1x/j7NMoGeNvmIEhmVXKz73874/neW1jI73hYsc3oOYNCsGiXy5iWISnRWPV94QefWUEyuuUOJhagNd+SzHr+EOphQh2t0N3vVwomqYx/L2jyC7TvabUd8bhoa//5Rw7+N2/MCnaF1tOZuHJIaF4a3Iku+/dP/jhr1r2peQjscmbqeXFbcn4/skBZo2ZQCB0PPtS8vFs0z1ueh8/HL6mq/84Pc7f6HF5ebqqA5bWrxSLxc2GpOqL+QBokVEJMGPz9vZmDcvq6mpoNBpcvHgRzs7OHM0LQteGGJaEVtGSkhzNERIS0ibnJRAI7U/k2/sBACv3XhXc35yya7iXA6/t78UjYS+XGPXKzYj3R3SAM0LcLVPk9nTU1YCjKApu9jLM7hfEMSy14at7XxiCCE9dSafjacV46jvGy6AN3QWA0KX7eM+jvSb6FFc3YsvJLADANycy8c2JTACAjVSEBiV3crfkt0tYPL4n4lccFHwdQsa2pWw/nwMHuQRjTdTMIxAI1uFZvYWznRd0xuJr43vCw8F4bUp9z5+lhmWPHj2Qmppqso+hYdkStEaj4fhKS0uh0WhQXl7e6ucgdB6IYUkgEAiENuHvdH49SG0YLABIpRIs3S7sDewf6oYzmWXIKKpBv1WH2PanhoQi0M10jV6KohDRjIKiEC+PiUBJTSNmxgcY7aMNX520kSlP1MNZhLHjNHjs2zO8vhdvV1g8BkMMjUoA2Hb2NradvW30mAlRrTMGCyob8PL/XQQAXH1nPGxl5pdcIhAI5rP+wHXsNRLmDwD/GW7ak0dRFLsQb+mCvK2tbbN9mjMsg4ODcevWLaP7/fz82PJzhmRn60o8KZVKo0q1hK4FUYUlEAiETghN07h69SquXTMeBtnZOHKtCOv+vAaNhkZqXhUe/YZrbKlrK6CurcD9TYabSqWBn4sNu//5exm1VhEFvDRaV7OtuFqXL/nGpF5tNn4XOxk+fTiBV6vyyCsjjB5zvVKExdsvc9qu5DE5j9M++YfTbm9goLVVHuSzP57H2A3HOBPOnPI63sRTodKgqJpfb+7UTZ3xn1Vay9tPIBBaT3ltIzb8noT0vFLB/WffGN2sF1JfCdaYIE9r0C8NYnj/CAsLg4eHBy+3My4ujn2srW/eHJcuXSKRancIxLBsA6wROkAgaCGfp7uTiooK1NXVoba2FgUFBc32//ZEJgasPoRGlemcmV0XcrH5n0xrDZPD41vO4tOjN/BL0m1sOcl/Dq238r74ppwhisLpmzpxnEVjeyBr7STcXDMJxuZTloZ7WQNfZxuT+/dc4r4/kzae4KjaAsA/S+5FrYL73hxZNAJDu3uw25bmhGpZd38Mbq6eyGlLK6xB6NJ9CFmyF6FL92HIu0fQe9l+HEwtRKNKjTqFChFv/oH+qw4jOZsbirblpM4DselIRovGRCAQTHMjOw+qqmIoS3NAq/m1HfVD842hNcacnZ1bpEfRnJdQP4dToVBw9snlzPj0DUmAERGKiopCZGSkRWPS1swkdG1IKKwVkclkEIlEyMvLg6enJ2QyWZtPgjQaDRQKBRoaGqyiCHY30lmvIU3TUCgUKC4uhkgkapPVSELn5ebNm+zj3NxcSKVSuLsbL0mhDdF89Osz+L//DBTs8/XfN9lcR19nG4yPapu6jc2J3WjVW2mNGrRKAUrC/2zXKTpPEW0bqRj3xfnj9M1S5FfyPXzN8dnD8fB34YedOdtJ8f2TA/DTv9mI8ndCTIALFCoNIt7kl0OaPywMXxy/yWv/4tEEjDMzD7JOocbT353jtS/dnoI/Fw5r6qPihPDuvZSPjx+kIRK1v0FPINzJTNugy5HWKOogtnWy+Bxaw9Le3rJ8ci29e/dGQ0ODWZExFRUV7OOgoCDY2elSEnr27ImCggI2n1JrdFpCdXW1RbU4CZ0TYlhaEZFIhNDQUOTn53NWedoSmqZRX18PW1vbDlnJvxPo7NfQzs4OQUFBncroJViHyjolxGIKDvLmb8VZWVkmDUst2vIYtY0q/JNRgmERnrCRinH6ZilHQOervzPx5s7LeGhAMF4eows7bVCq0fOtPwEAN1dPtJpBkbV2EvafvgSZqg76p1SUZEPuE86r09YvxI13jl+NGMztwYbZfQAAKrUGGpoxjven5OHZny80e6y2VMBDA4Lw079MXtENPQ/jQwN0xcplEhEr/pNRVI3nf76AdTNjEB3gLGhY6huVc/oH4uczxnMvjXGtQFeyQEhY6Nt/MvHUUKLaSCBYE1qlaL6TAPX19azojnbOYnLuUnoDcA4AJHxjTywWN2uUVldXw9HRkWNIGoa42tvbo1u3bs2O3VROJsmxvDMghqWVkclkCAoKgkqlalbG2RoolUocP34cw4YNI1/KFtKZr6FYLIZEIumUBi+hdZTXKhDXpOqpryIKmCfCoFADh68WYWyUH8/4K6pqQP/VhwEA43v74PNHE/DRoXROn6RbTPjjxsPpSM4uR1ZpLT6c3Qev/KIrdB32+j6ceWMUvBxNh4KawsNBht0LhgAAevm5oLhYCYVAuK6hII+jjRSp74zDxduVmPPVaQBAXwFjs72RiHULPGMiveBlQ6Oowbzv5+r7orFiWhTrsW2OcC9H/PHiUF57vxBXPDOsG0b15K7ur5gWhVl9AxHoZodNf2Xg5zPZaFQ1H0o/KdoX285kY4kRIaU/LhcQw5JAsCIpOZUQ2ThAXcfkY6trKyC2dUKYhz1ultTinjDj9zp9JVftbwVv4bm+HKgrA278Bex7hWlL5Na7NUZgYCAKCwvZ0Nfbt28jMjISOTk55r48o3h4eBg1LB0dGcE1mqaNznnKysoglUrZvoTOBzEs2wCKoiCVStvFSBGLxVCpVLCxsel0RlFXgVxDQntTUtOIvit1SqcZRdUI92r+h1JfOe/VMxLgzAXYSC/h9NJRnH5aoxIA/rzC5P+duiksEAEAf6czuY8zPzvF29d/FXOujXPiMDXWz+g5Bq/9S7D93Jtj2MfaxTaZhCtiQ9M0Qjz4q+Z2MgkGdnPHsVdHwNup5cZtW/JGnBrjx0+AXC7Di9uSsesCN1rl1XE9ONvmGpVCvHd/DH5NysHPT98j6EmWiEWIC2IUGBOn9kbi1N5QqTW4VVaHUR8c4/WP8nfC5dwq7E3JN6lMSaJgCQRhaJqGUk1DJrEsoujPK/kApTuGVimw79n+cHFywP/O3sYj9wRbdD6eIfZuCL9TojMw4ysg+gEYTWIHIwjU2NiIoqIi9tzanH9rIJPJePmaADf9A2DCa/W9qTU1NcjMZHL3ExISrDIWgvUhsXUEAoHQzjzwOdeAG73+OGfbmMfy0qVLvLYGpQZ93hGuZ6hl4kd/WzhCPi/8nIz0wmpeu1KtQciSvcitqOftc7Lhrl2WlemEeu7toQulUteUmQwHDna3h43UyiUv1EpmVd8KaI281fdF4+M5cTiqpyL73MhwqzwHADzQNxD/mz/QovBkiViEbp4OuLZiPE68NhLLp/bG788PQdbaSXhsYIjR4/RFhQJcTZd3IRDuVv77w3lEJ+5HaU1j8531+OTIDahrmfvPsim9sHleX9QXZ8PPxRYvjYkwS7hHH7NTZbY/DSx3AcqNlwgBAG9vnTJ2XV0dbty4YdF4TBEdHW1Wv2vXrgG3TgE/3A8k/4Dr5/8BvhgOfDEc1VkXIF3lgRHX3rTauNqb48ePY8qUKfDz8wNFUdi5cydnf01NDRYsWICAgADY2tqiV69e+Oyzzzh9Ghsb8fzzz8PDwwP29vaYOnWqVTzLrYF4LAkEAqGdySwxXcKBpmloNDQKqxrw6dEbuD8hALGBLgCAhoYGzkq3OaTmV7V0qBzGbDiOayvGs0betE/+MVmr8d2ZMUb3PTsyHD19ndA3xLVVobYtQtUIrGwKI331JmDffO6qOdjLJZjS5NU1DG/uaGykYgS42mHuoBC2Ta0RXsA4vGg4vBzliE48AABwbFoguFVaC5lEBF/n5uvfEQh3Oiq1ho0ISVh5CJlrJpqVtpJ0q5yTXxkX6MoJsTeFvoCOPhany3wUA0x4DxjwDABGVbayUhcqa8pQ1Qr0tBmVOcC2h5nHfsxvjSrtAFCgC+tXfTYMsKXgXJ8NZf5FIKhv246pDaitrUVsbCwef/xxzJw5k7f/pZdewpEjR/DDDz8gJCQEBw4cwLPPPgs/Pz9MmzYNALBw4ULs2bMH27Ztg7u7OxYtWoTJkycjKSkJYnHH1B8mHksCgUDoIFTVJVDXMKvWOeW6MKOwpXsx9ZN/8PT3SUi+XYE3dl6GsilXrrKyEvO28JU9zeWDB2LZx9q6kZZQVa8EwNSWNGVUAkCMrx1u374tGPZkIxVjYrRv+xuVAJB1Qvf4vTDg3LftP4ZOQLS/M6/Nx8kGwW52cLSRYuHo7gAYAzQlpxLD3zuKgWv+IvXmCAQAvRIPcbbnbj5r1nFFVQ1QVRax2+YalQCMeg45hqC5388/XmUf2thw78OmjBKlUmne+U2gVY0VLEeiNSr1uFjAzRUvqNFtS3b9p9Xj6QgmTJiAlStXYsaMGYL7T506hblz52LEiBEICQnBM888g9jYWJw7x/z+V1ZW4ptvvsEHH3yA0aNHIy4uDj/88ANSUlJw6NAhwXO2B8SwJBAIhDYgPz8fGRkZRifhtEoJdW0FVDVM7uOQd48AAKobhH+07/vsJFJyKvD94WSczjQvhNPDgV/GY2ZCAD56sA9G9/LG/OHd8OakXugfar4ojlYMZp9ATt6fC4fix6cGsNulebdQVFSElJQUJCUlmf0cbc4PBj/kv78EfDMOKLoq3P8OJcrAsPzuif44tGg4O9EVN3lBNDSNZbsvs/1ulQrnWpXWNCI1zzrecQKhq3E8zbw6jDKJCLS6ZYqwZmHJuYvTAPA9nhRF8ZRftVhDOCc8PBxubm6IiIjg7ijgCogl5alxq4IvQNagV42Kdg5o9XisSXV1Naqqqti/xkbLwqS1DBkyBLt370Zubi5omsaRI0eQlpaGcePGAQCSkpKgVCoxduxY9hg/Pz9ERUXh5MmTVnktLYEYlgQCgdAG5OXlobKykhNepIUxKvnG4aPf/MuEHxoxRpfuuIwPDlw3ewwb58QJtk/r44+v5/aFg1yCp4aGYfO8fkbPMSHKhyPe0tik6GpvkBOZuWYievo4YXC4BzLXTETmmolWWdlullsngf1vCO6qTj0M1b8G3khjq/m3TwOf3sOEYd1FpL4zDn8vHon9C4dhWIQnJ9dVm8up0QDnsyvY9umf/sM7T6NKjYSVhzBx49/IKOLn4hIIdxK5RrIZPjyU1uyxUrGITWeYpxeabori4mKkpBivD8wR1qkp4ndwNCK8tvt5AICtLT+8XdCbiJbVqDTExsYGoaGh3OfNPQ/sWsDrW1LHv2draKC6kWlX3/d1q8djTSIjI+Hs7Mz+rVmzpkXn2bhxIyIjIxEQEACZTIbx48fj008/xZAhjMp6QUEBZDIZXF1dOcd5e3ujoKCg1a+jpZAcSwKBQLAyDQ0N7GMh40pRwggnTI31xe6L+ay8ulad1RQiGweT+8+9ORqL/u8iZvUNxKBuHpx9mWsmCh5jL5cgNtCFF9o6qqcXPnskAXUKFWKXH4BSTaNBqUFRVQP2XtKpn95czc0tai7fJywsjKcAaClVVVVQ1lXDffMEpsHODRi6CAATIpRx/jjw8xwAQIKLLxA6HNjxDHB1j+kTp+4CBj6n264tAd7rBkxYBwyY36oxd0bsZBLYuQlPBURN76PKIBezoo7/mR627gj7+J+MUrNUjgmErghN07hSLnyP+/BQOhaOZrxwGg2NBpUa2WV1cLOT4dVfL2FULy/09HFiSo3UVmBIOPcefePGDcF6kNnZ2ZxtV1dXlJfrFic5ivbbn+YPbNFV4OeHAMemurfnvmH+qxlvmpubG1QqFUeFVaMRLlVk7ZraYWFhuLntdSD5e4uOu+Y2BnndH8FEG35If0eSmpoKf39/drulhvjGjRtx+vRp7N69G8HBwTh+/DieffZZ+Pr6YvTo0UaPM1WupT3oUh7L5hSUaJpGYmIi/Pz8YGtrixEjRuDKlSucPp1RQYlAINxZaGXaAQjWsw1rKq2REOyGmfH+vP2qKl1IFSXmTvo1DTWg1UrQGv55n783HB4Ocmx9oj8mxfgCAHYvGKw7l4kfm+3/HcTZ/v35Ifj0kXgAjPGhFWxpVKnRf/VhHLnOjPHhAUEWqZQC4BTaNsTc/L309HRk7VmH5Hw1cqs0jMphojOQ6IyMV/1ZoxIA8PODwGrf5o1KADjwJpDTFLZ7eTtjVALAH4vNGtedhDb167fz/N9IjZ6xeepGKQqrdOFe5XVtGOZHIHQwW05lY+9tXQ7i7L6BnP0NSjVScioR9vo+RL69H+M//Bv9Vx/GsbRivL3rChzkElAi5ngfZ25uo5A4T2kpv1RUSEgIZ5tzb8/ml40CAMz5CZi8HhDrpUhE3c8+9PLy4hiWhYWFwuexMjZyOd+o7PckYK8XiusWCsw/Bv8JL7NNtJ2bxUJ27YGjoyOcnJzYv5YYlvX19Xj99dexfv16TJkyBTExMViwYAFmz56N999/HwDg4+MDhULBWWAAmPmHvqpve9P53hETaBWUNm3aJLh/3bp1WL9+PTZt2oSzZ8/Cx8cHY8aMQXW1Lixn4cKF2LFjB7Zt24YTJ06gpqYGkydPFpz8EQgEQkvQv5/o/1Br0U7JKQCPCtQr+/ahSPaxzDOEt19RfAtznNN5RtjLYyJ4fWMCXHD+rTFIWznB5JgN6ytG+TtDrldvMruMCbVa8Ts3D9HDoYVhUQaGcXV1NSorK3H+/HkUFhaisLDQaN00laopwYZmQqIKamjUnt5i9KmKagVW3qNmAkNeAh7Yym2nNcCWiYyR+uvjlryiOw5T6sVhr++DSs1c1zlfnebs+/BQepuOi0Bob2iaxsrfU/Gf75Ow+g9uOsKq+6I42/9mlmHKphMwRN1Qo0uBoAE3OymcnfnetsLCQmRmZiI/Px9JSUnIysri9RGJRJyyHYbhkBye2M/dvkdP7EbUMcqh+sj+/Zh9HOsjQsx9C4H4x4BHftV1EkkhkUggHvhftolOeKIdR9m+KJVKKJVKnndYLBaznuSEhARIpVIcPKgrN5afn4/Lly9j0CDuQnF70qVCYSdMmIAJE4QnRzRN48MPP8Qbb7zBKixt3boV3t7e+OmnnzB//nxWQen7779n3cg//PADAgMDcejQITYhlkAgEFqDvmGZlpZmtJgzRTGKgC+O6o6Nf2UAAJ4ZFgaZmJuX+e1zE/DEJ3+w26+OCQddcA2aohqIbR31zifsOXSz54v4CNHbzwlX8qoQ6sE3hrVcMAiXNVYYXL9mpSFU8vfAtwuZjfnHADDXSYt+FInhtauoqNApI2rDuQA0qgFjo65soOFluHPoIsC7N/M46DrwQQ/dPlUDCMDPZ26b3N931SEceGlYO42GQOg4Nh7OwNcnMnnt70zrDYlYBA8HGUpqGE/96Zt8DyMAqCqYvLcb6ddB04xxwAlhbcLcKDqZTMb/bak1SKcYuAAIuofb5hoCRE4HUneaFPqxs7MzurhnNZT1EB9bjSgvEfN7KKKACSsBQ7E3sQQqlQrVdfXsbwZUqvbJ428jampqkJGRwW5nZmbiwoULcHNzQ1BQEIYPH45XX30Vtra2CA4OxrFjx/Ddd99h/fr1AJgSMU8++SQWLVoEd3d3uLm54ZVXXkF0dLTJUNm2pksZlqbIzMxEQUEBRx1JLpdj+PDhOHnyJObPn9+sgpIxw7KxsZGj6qT1gKo6wYda+/wdPY6uDLmG7cvdcL0bGhp0XrWmbX35drppxVGtVkOlUuHJgf6sYalUqaHR93jKxBjdJxQLRoZh05GbeKR/AAaEuOB0AUAr6gE9w7K11/Szh/rg+9PZeHhAoNnnSs2tFOybni7stfLx8QH1tS6cSXudRH+8AlFeMlTj1gAB/RmP5q2/ketqB6/AprIoFbeQ8e5EaHpNhyh5K/TNaA1NA6AEQ2mrGoE6JQ07qe4IpVsEoB23jTskLsGgKkwXDVdl/gM6oL/uHHf4Z/nzh/vgPz9eMLq/ok6J/qsOC+4z95rc6dews0Gud8vILqsRbJeLmWv55sSeWPh/lwAAnx3llwTRGpJyCYWamirGc2knRV1dHQIDA5GZyTdaTWHs/ZO+p8vPVE3cADruUd19Tg+xzAEiAGpFAzRGzlVTUyOYZ2m1zw6tgXQ1k/MplzTlc0//ArRSqftdCBoIUfYpqHrPhIeLC1QqFbtPpVJBo9F0ms+y/m++OZw7dw4jR45kt19+mfldnDt3LrZs2YJt27Zh6dKlePjhh1FWVobg4GCsWrUK//mPzuO8YcMGSCQSzJo1C/X19Rg1ahS2bNnSYTUsAYCiu2hBKoqisGPHDkyfPh0AcPLkSQwePBi5ubnw89OpXz3zzDO4desW9u/fj59++gmPP/44T/p37NixCA0NxRdffCH4XImJiVi+fDmv/euvv4aHh4fAEQQC4U5Go9GAoiijHsLbt29z7jNeXl5wcnICwPwoLz+Ug5IGCg+EqhHswNyCPy7uCQAY5qNBL2UaNl5h1v3kPuH4aKCKs7KpZXO6FDUuzETiqR5qRLu1/Hauze1xcXER3P/iKeF1yP6eGjwczp98GI43ICAAGrUadjYyTLrwBFuX7GiP5RBrlBh5YyWaKpngaI/lGHF9GXtszqQfAQDDr71ttI5bkDMFT3sRztNRoPMvsu3HIt5GWMkh5LoOwFjHdHQv+gPFDr1wsvtS7gloGhGFu9Er/zfB82vZFfedyf13Gtk1wIEcEVLKLcuc+WigZZMsAqEzoqGB4wUUdmQJT9Q33KNiVbPfThKjUiH8m0Br1FAUcY1HBwmN//RSIzw8XPD+bgwPDw+j9+lpyY+xj03dq2Jub0VoyWFc85mODO9JmHzxaTRKHPFn9Cdsn+zsbMEaxOHhltc/NoSi1Zh6gZtqUGEbgmM93wGg+/2goIGNsgL1Ujd4eXlBJBJxFE8DAgJ4NTg7ipKSEjz11FO4ffs2AgI6VwmU9uSO8VhqMZzomaOO1FyfpUuXsisJAJCbm4vIyEiMGjWKo/zUESiVShw8eBBjxowRDKkgNA+5hu1LV7/eGo0GFy5cgFgsRmxsrGCfK1eucAzL8PBwODk5gaZpJCcnw8GuDCUN9YiK6o3YABcAQE6mFLsvFWDZnGHISXfHxitnIXVhVnMnTpyI8+fPs+dTqVQ4ffo0Pn04Hr1i4qHSaFqe66j3mgCgV69egtLzn2WewrUCfhkJLx8/TJwYw2lTKpXw8WlSH1TUIkF1FnSvGEg/Z0Ky9LMrhwwZAmQchErPwalvVALM66eyT0GSnMV7fvXghRD/8yGyK2k4vXEdyuu3INr5H4hKmRMOHjocwHD4URRCYnpDdeMvuAQPxkQ5X7VU8uVaXpshEyfqlHW7+mfZXJ5QaXDoahEaVGq8tv2KYJ/J0T74PUU34QuJG4JIX6dmz323XMPOArnelrE9ORc7TvM/8zNC1Hht1gi4OerulUcbLmNHch6nn7IsFxpFPWQe/Fx6uUyGIUMSEB8fz7m/myI+Pt7kfk1RP4hyz0ITMpRzrzJEdPAfoOQwehbsRM+Cncx4VNWYOHoYIGOUx4uLi3H7NjccPiwszKhRawnirfyxOfYeg4njmPaGhgakpqZy9gcHB8PFxQUXLzILhyqVCtnZ2Z3ms5ybm9vRQ+gU3DGGpXYSU1BQAF9fX7ZdXx1JX0FJP9G5qKjIZKKrXC7nqDpVVTEFoCUSSaf4MANMnH5nGUtXhVzD9qWrXu/a2lq2vpdUKkVtbS00Gg2naLRYLObUANPeK27dugWJRIKssnoAQHWjhu23fnYcVs/QAGoFipuuCyW1YZ+nW7duuHWLG6opl0nh6dyksNpYzdQvc+dL1TeHSqVix1FUVCS4Iv3VY33x8v9dwMMDgjE11g9hr+8DAMQEuvDex5s3b+pe/zdTIfETA8dWs/v11/EkYjFwzIRBJ7Vjzv/9FN6uKC8RLkfdB0TdBwC4fCOXeV798+vXYhPLQEeMZ8erVCq5Y680nVMICOdEtctnWaMBClMAr96AWOCne9+rwJkvgWUV3AtsBaRSYFp8IKoalEYNy41z4vF7yj52+2JuNWKD3C14jq55P+iqkOttGpqmUVqrwJ9XBGpCAhjuS8PN0ZZzDQ2NSl9nG8zuE4TSmkbcqFDjiEH6Y61Szf42GKsZaUiz75mCCdkVDXwOIlN9pcJePmljBWDPzI99fX0hk8nQ0NAAd3d3wQXHFpNzhtcknrAGYjEzZqlUigEDBiBJL9eSoijY2NhwrlVeXl6n+Syb+x7e6XQpVVhThIaGwsfHh6OOpFAocOzYMdZo7KwKSgQCoetgGN1w7do1pKWlcfIrDPNSMjIycPPmTZSUcGcWZ24WA03ZCFeuXIGtTIzU1FRd+Q6KwkcP9gEAo2H3NE1Do9FAvcof+DgeyPzb9AvIPa8rpyEwXn0DWZ9ANzv88p9BmB7nD5GIwv6Fw/D6xJ6Yq1fgu66uDmnXr6Ompikf6dIv8HbgGzkiioK/EwUPOwri/a+ZHq++5LwWG2e4j3sV8hWVbIgxh8EvAQCiZ73Bab506RIuXWLyoG7fvo1Lly5xRYa66/LvETYC6DbK9NhaS+554PsZQLUZxax/fxH4Yhjw82z+Po2aMSoB4Nu2E6FzspHC0cZIzUsRhT0LhrDb7vbmedBPZJSivBGswiyB0Bl48MvT6LvyEFtWSZ/t/xlg1jme6O+Dod09MT0uAM8O5ke3NSg1bM3KqKgo3n6L0WiA4ibVblEzRo7YiKBb2p/sQ4qi4OHhgYCAAOsald9N47c9/BsgNm0castUkRS0zk2XMixrampw4cIFNmRLq6CUnZ0NiqKwcOFCrF69Gjt27MDly5cxb9482NnZ4aGHHgLAVVA6fPgwkpOT8cgjj3S4ghKBQOg61NbqSjDoG2T6hqVQEr9hrSkpVFic/Szw5QgAjEiY1iPJVv6gRCYVWgGm3lVycjIuFGgYAZutk413Lr8FfDUS+PpeIP8S26xfksncld8ePo54Zlg3TkmS9K0voPqrKUBDNZCbDJzaBE87Ye+Zj4MIwa5SSOz5k4QYbxG6T2GMQ1TcQtICvZpcocOAubtRGjIZoChh4Qaf3oj5qBCy0Uv5+8BcM22tUY4Co0bvfXtsF3D/N8B9Xxq5AhZC04BST2224DLzXtw4zFWkNcb5pnypjEP8feVZuse3/23VMJvjxOJ7sf1Z7kLszdVM+Fp0gDMGhjFeSrUZ8g2r9qbi8a1JSDwvQa/EQ6is7xwiHIS7G5Vag38z+arWfYNd8dt/ByHan18iBAAOvTyMsy9UWsU+loiEp9vasFKhWofx8fFwc3ODn58fvL29hcNgVY3A7TPM4tIvc3XtVc2EZRZfE25vbmGytVzbC9w8ym1LrAS6Nz8H1y56Bgfzw4oJnYcuZVieO3cOcXFxiIuLA8AoKMXFxeHtt98GACxevBgLFy7Es88+i759+yI3NxcHDhzgrMBv2LAB06dPx6xZszB48GDY2dlhz549HaqgRCAQug719fXsY31hA60nU19YwBCZTIbSmkbYoBGbpe/qdjRJxGs9mtpzURQFd1O5k7UluHpVV1eyQcV4MGtra5F0bD+u/7AYqGlaca/KAz7Sy4U8/A6QmwQUp3E8qXl5eUxB7hbouqmStzHPc+YL4BRTm0ws9CvzapMAD62Ga7YufBIP/wJ0GwXp4AWg9Ccailoo1U3jGcOIO2jv68bCj6S2jEEuVCha//VyDFNfg5xZW1cg1sBDePss8N10vqy/WgmsjwT+Wsltp2lglS+w3AVY5c3Ux1SrgM8Hc/v9tQqoKwN2/Jc/8SoUDj9lMRxLG2ryOdtJER/kij0LhmBO/yCkrZyg87ADkIib1B31PJA0TaO4upF3rq/+5oqZ/JpkusxCUVUD8irqTfYhEFrLwLV/8drCPOzxzdx+SAg2Xi8y3MsRe54fgrSVE5CSOBauemWetN8Lc/Hw8ABFUQgNDYWvry8CAgKEtUAOLgO+GQP8+zlwdbeuPep+00+Q9Y9w+/W9Fo3TIq7sBLY9xG2b8VWLTiWTmVdCi9D+dCnDcsSIEaBpmve3ZcsWAMwkLDExEfn5+WhoaMCxY8d44QU2Njb4+OOPUVpairq6OuzZsweBgYEd8GoIBEJXRH8R6soV3YS/oKAAeXl5JhP4FQoFUnIrkSjdChdKrz7YDzN5fROnROKjB/vA30UXgqRVv4uIiMCI68sg2TYb+HMpEwIFIL1Ug/P5Glzb9jbw40zUHP8Umm/GMwf/+iT3CTIOAl/dC3zSD27OTkDpTUCjQWPJLWQtDWYMIZXOGKBpWlAhUJCre4BSxniUiAQmQ3pFuW31SoDAwQsY/TYwfjUoJbd+Wk4VDbWGZvMHterfISEhJocipM5n6JVNSkpiFgwGPQ+MXg7896TxE34zGrh5BHivGyRfj4RM2eSVOP4e4yU4/h63/3IXwOC14Ot7+ec9vg5YFwpc/IkJFasrA1RN1/sQX5WcpaES+HYsty3lV+G+ViQ6wBlrZkTz6piKm95vjZ5t+9TWc+i36hC2nszi9LWXcRd0V/yeitpGYTXZqgYl+q8+jEFr/0KjSi3Yh0BoLUq1hrcI8vGcOPz1ygg425kXzSGTiOBow+1LURR+/c89CHG3M+scZs1LqwuBfz9jHu9/nbtP7mD6WJcg4/vqyoDt84Gbx5ofQ3OU3wIubmMW1PQ9qgAw5SMgZpZZpzFcQNS/r1ta5oPQtnQpw5JAIBA6GmOhoiUlJcjPz2/2+KRb5YiibiHOV4RubsZvwX1D3DCtjz8jytNEZGQkoqOj4eCgN2m4dZIJqQTYch34V1c6SVncJLeabdxYKnynO/Dr48BfK4CfGA8dTdPASi+gjPEqpaenIyUlhRM2axHLKoDpnzNGm17+j5ttk2HZkwnh1RqMlIY7WSirp5FdqbNWtKFjMpkMvXr1MvnUhkXE1Wq+YZKamgpI5MCQhYB3b+7O+cLhYVRhCiZcXgCUpAHH9DzQWo/h9T+EB6RXDsUo60KBlZ7MhCx9P3ffnheZyd8P9wNrBSaIR1Y1f/42QkRpDUvmGvzfuds4fI0JO162m+t59XbiC4j0Xsa81oo6BcpqdQsZMYkH2MckZJbQVmg/f/qM7c2PemgOoUp+NlIJXhvf0+gxWq9kjx49IDISOsvhgwiLx8Vi52Z837pQ4NI24LupLT+/lo9igB3zhfclzDP7NIahwvrb+lFEhI6HGJYEAoFgAc2VL9JHKzagj9YDKaIocJw9Cl3uJk59AnwxHEj+EVgTABxdyz63TCazKNTxcpEG2Gxcdp6mabBOohu6EDD2GTb2ARKdUX1+BwBGgt4QjUbD8W5qcbejgPAxTOgrRQF95jBGG8X96XGUA7ax0xEfH8+qetPBfEG1srGb2Mf6K9iG11lfGVyLfl6OqXBlQdxN122TfmEw1pRfmPfo5we57TbCuVkWk7SFmfxlHBTeP/gF6zxPC9A6qGma8TAv/vUSZ39pTSOyS+sQsmQvbpbUCpwBqG1Uoc87BxG/4iCUag3OZnHz3VTqtgv1Jdy9ZJbUQqHii0jp55Gbi7HojkA3O/i7MAsqbgYeUG9vb8TFxXEXDo2haaXY1aT1usdTPzbeT+C+bjZWDMk3NLT1Q2EN9QsIHQsxLAkEAsECLCnGHBYWxlNZvVZQBdum+USdUu+H9+em3BOaBi79H6K8RMCuZ5m2o2uAsptsV/Hvz+s8fWZAZ50wuu98vvAEhTcn+GsFUFvK66dUKpF86iiuLeSXlvCyp4BHfgUMBXpkXEGiCHcxIuMGcIx2NSUBnjkKTG8K9RLLAR9daoMpA1/r9dSnVUqCUlsgeEjz/bRsf5oJgdVn0XUmbJXTltbyMQnh0mQ8N1QyIWit4benmRImFkJRulDY8jr+5Dph5SEMe+8Ip+3xCK4HWd9rVNeoxgOfn+LsJ2YlwZpUNSjx/v7rGPn+Ud6+2ICWLQaZiuxYNqU3xvTywuoZ0bx9Zi9cfjGsReNicQtlRHNeuwXEP2a83y0TaQHNsf0Z7nb/+WxkirkEBwdDJpMhKIgbmaG/sCgkfEToOEjRFQKBQLAAoRAnY8jlckRERLC1uJ7+7hzyKxvg6SkweWioYEIqf3uaOVZi0GdjHDBlIyCxgejSNotKFeZV0/B3ajogcjqQupN53G0UkHdA8BjBV/nDDNCL9OqPlWeh6PtngcvHIeh7Chxo/iBdQ/htFAV4RzJS9LYuJg/38vJCUVGRoJe41VAUMO93xtquLQIqbgNFqaD/WAxK1dD88U/sBxx9+O2O3sBbpcAKd6DvE8DkDUBBCvC5BUasliXZurDYQ4nM38IUXS5VY03zeVdaym4CKf/HPB75RrPXXh+tx1JD06hXmJcL2cedxt+vDsPQ947z9qkEPDOWfAcJBFPM23wGRwVKirw7Mxoz4gMgbmFNWGMLkNrySC+OjjBa2skkNM0sNBamtGhcPJr9brfgu9ZYzRik2nuIllFvMfchtQLo/4zwsQZ4eHgYXRQMCgqCg4MDPD0FSlIROgzisSQQCAQLMHdSa5jXp1CpkV/ZAJGNAzyaSnBIIw1Wb5uMykhPI7fmPS8AO5gf5FqF+T/4BTV6fe/fDAQ3KZJOet/oMcZeZkXhbeaBWgV8FIuCy3xjQIvt2DeM7sPz5xkV1h6TgJevwdBS5tSndPAAxLp1UCFBnsDAQPTq1Qs9exrPYWqOyspK4zspChCJGAMxsB+QMBeqRTfMO3HQPcz/KD2RpjcKmf9iCeM5mLyB2faJZrYXZzLGppaHDCZpWvo+wfQXCrP9MJrJ0Ux0Btb4M0rADboSCPhxFrPPMNzt6u+6x6VmvsYmRHoey+oGXZ7s/GFhJo/zcbKBVEA5M2Elv7wKsSsJ1uDo9SJBozLpzdGY3S8IUrGIo3hsCVrPo6E3LTw8HKGhofD390dYmOnvhCB5ydx8bkOChwAvNaMiLUQ3AUExgB9lYYqaYqC+nEnf+MlAlOe1LEDuCDj5Murf3cdYPkYDPDw84OPjY14+KqHdIO8GgUAgWIA5hqWzM3+Sv+8yk9cndfFBKh0CAHC4Z65g/h5HKdUISnNSbEYn8ttEImDeXuCNAmhcQoBHdzDqfAYYfZVqJZNTaVgSAwB8+3A2KV9+qBeLezdg/nFgzk/MZMMAiqLg6ios7S9UQgRgci0tyYEFwBH+ycrKsuhYSOQ40LspV0nuZLovANz/LfB6HmMISpsJqbZzA8auZLy1b5cBEeOE+2kNUnP4+wNgbaDO2NSKAhmqzv6tt+BwfJ3554fOsKRpGn9c1olZLZ3YC/8ZzhSD7+njiNNLR+HgS8OQvkKnaDu9D7+IvD52TSqyxLAkWIN5m8/y2v5ePNJ0iScz0f5OGN6PKIqCm5sbfHx8jJZKMkmTUJsg7uHA43sBZ/7CW7P0MJKHX3oDOLYOqDRdCgjvhgLvhwPvhgjvtzVepoVwZ0EMSwKBQLAA/RqIgHA9LcOVaFtbO3ytV7NPO9WQSCTAtE/4TzLShKeviWgvgdu3ayjw9BFg+GLgof8B3XSTkKQ8NZIm7GeMQooCpLZMuRQ7N8A7incqdvLe5xHuDnUjo6pacp3rNe0xEZi4DnjyIJND2WNCqycTYWFhiIqKMqrE21ri4+M5obMqlcriMMt6mQeUb5QAS28D0z7ld7j/W+62QX6pSWT2TOFwkYF4SM/JwKQPgDcNvC1PHTb/3Pqc1vsMlmRwvRRpf1ok4KGdRytUGnz8VwZn35IJPZG1dhL+XDgMPs426O7NDQU0LF1iSF1TaK1QeCyBYAlVDcLKwr7O5ufQm8KYYdkqhL6Hb5czituLM4Hnk1p+7moDQbPe9zH//1rBqExv6A1oTIS215cZ32ct0TJCl4AYlgQCgWABhuGSIpEICQkJHCVSw9CcL5OrIJLKIXVlRGVctWqAFMV4rvRVUuMf44ZAGuGfnon8xonvMR7JnpPg6NedadM3XCVSpqxGE6xyoVgCjOOWqNDQAIYuAqZ/gvKnk3U71AqoVSrUauS4VtI0wR/1FjDiNaZch0QGPL4PGLGk2ddgDnK5HDExMVY5lyFCk77aWmGlUrOIexhYmgO8yZTXQOwcbvhra5nzP6Df08DsH4B+TzHXWp+Avow3NLESWHLbtCiHPm5NCyEaNbApgb//7/X8NiNoPZYr9141+xgtpgzLQDddPdffzjfjPWkl+68UIL+ynuRy3sHol68BAE9HOd6Y2AsSsXWmxfqGpX7t4xaTe54p/6TP8+eZ+z1FmS4fYg765Z2e2A9U5fH7nP1G+Fg9YTkODj6Mwbs4U3g/4Y6EiPcQCARCK/D3Z8L3HB0dOXUs1Roa3V7fx25L3ZmC12Ee9vC1twEa9Aybx3YCW5tqhilqeeU48OoN4L1u7KbyySMoP38b0a4i3CzX8944MCIG0dHRkEqlqKqqQgbAeC9tXAAAjY3C3qewkY/i5n6dp1T90jXAgzGEG0S2gJMfM9lQKVCw1Atsbftuo4Dw0bzzhYebLtFhKWFhYbh58yZ69OjR4nMEBwfj1i1GLdVQZVBLUVGReXL/xpA3eeESLchNMpce45k/c7BxYsoITNnITEq/NpJDBQCBA4CPYoHyLOH9N48AI5cCAOrq6lBdXQ0vLy9Bw1woJe3cm/zPhxAyE5P618b3xIKfmAWOT47cwKRoP0T6mRF+bAZKtQYj3juK/qFueOSeYMz/Xuf5mRrrh41z4qzyPC2lsl6J2OUH8O7MaMzuZ6KwPcEsymu5asU/P30PBnbjq1oDTBRDTk4OPDw8UFVVBScnJ7NUSPUXJbp164asrCwEBga2bMCVOfwQ2GUVvLz0VuGgl14QdA9w+19+nz9eZTyZTb8zUCsBsRTY9byuj3t34D8nmg/1J9yxEI8lgUAgtAIXFxcAjGEZERHBetc+PyYsevLhg3304kybJgZ6oUJOdnJAZLDmZ+8BvHCBEbt5Yj8j8ALA1UjJEZlMBoqiYGvb5OVx9OH80CclJaGwsJDdDgwMhK2BmmpOiU7khaIo3Qp26i6U1tHIr256DQL5kQCYcFkr4urqioSEhFYZfR4eHoiKikJCQgJHSdDdXTepLC8vZ8KF7xQoCghIAJ79l/FeyxyZz9erN4CJTbmUF382blQCnIWOq1evIicnR7CeKaDzWOrjYWbOmjGP5fFXR2JyDLeEzMSNf6O2USXY31Le2JGC3Ip67EjOxep9XE/r7osCnpt2ZsrHTLmg136zkhLoXUZjYyOysrLQ0MAoOMet4NZ/dbY1Hmp/8eJFlJaW4vr168jPz8f169fNek5tvnZdXR0cHR0RHR3N/lZYzIbe/DZrGpUA0O9JIGY2MNOIV1LL++FMqPwXw4EVHkyu9i29clbPnyNG5V0O8VgSCARCCzGUOdeXj39vv/AEJCbARbdBUYiLiwNN07hAiQBaA3n4UH5OHcDUHZvfpMCqFMgPinuE12QqBCsnRxdOaGNjwxiP4aOBjENA2HA2JLS+vh55eXqT63SD8iQSYaOhsyr1CXkbQkJCUFqqq9FZWlp650nYe/Vk/vQ/J6ZyYPs/A5z5knns1g319fWca5efnw8vLy/eYYZezKy1k8weYm0jfzGit58TgtyFS8j0XrYfmWsmmpXH1qBUo+dbf7Lb+scdT9PlTSfd4hdbb1CqYSO1QjhjC8kuq2MfK9UaSK0Urnm3kJqaCo1Gg/Lyctz3P/5Cga3Muu9tYWEhVCrrLHrAcJFr2ieAXxt40CVyYMaX5vVda8RrbkmtX8IdC7k7EQgEQgsxFk7ZoBT21vXQipUUNcnB15ZAJBIxBuBD/wMmvAuEDgMo8yY6yucvQjzqDWDYq2w+nb4irSW5PSKRCBj2CjDmHWC4Lj8yNTXVdK5ZfYVgM+st7YJkZ2d39BDaB0WNcPvCy8CYFazSbW6lCqmpqUg+/TegYsIIjU2cG1W6z/7LYyIsGs63//BzsZZNEfDW6BG6dB8vtFGp1iBkyV6ELNkLpZqZmOsbldrjtN/T5sSARq8/1uzY24qKOu5r+ztd2FNMMI42AkEoEsHfxRbBbtatfau/aNdqFNW6x0NfYRaGvE1/J6zCS6nN9zGku3kh74Q7G2JYEggEgpUpN5gMavnhqQHchuu6HEyPkEhQwQPh7ePD9Vg6m8ipcvJH5H2LEDTuWXj6BsDe3h7dunUz3t8IEomE8d5IbYGw4YDMgolWkxpgTEwMp5C1OXlIhA4mZja/LX4u4BLIhLMNfA4AUFBeDVTlA1smAd+Yrj/3+yVdnvF9cabLh5hi+7OD8P4Dsegf2rwoSdyKgyisYsIcs0pq0f2NP9h93d/4A9VGFEC14eolNdzv68GXhmHJBF091JzyeovHbw1ul9WhzzvcsM0ntpzDlbw2yN+9AyktLcWFCxfYbYWKu+CX/NYY/LPk3hbXqmwX0vXe/6bvY7vg3ILv7uCFVh8GoetBDEsCgUAwE3NVIqvq+d6cYRGe8HQ0MLbkutDZ4OBg9OnThzHI9D2WM78y+VwymQyenp4ICgpCz549WyRvb6z+I2eF354f9ggAEElZsSBtfUkbm66fY1NWZkI+/05BassI/ABAQH/gtVvA1I26/ZQYag3NhOPpF2WvY65Nc98HOwtDDPcsYELpRvX0QnyQK+5PML8e34DVh3G7rA4j3j/K2/fXtSLBYz48lI6QJXvZ7Y/nxCFr7SR093Zka252BGoNc11HfSDsKf3lXNuq4t4pZGVlsbneuRX1mPHZKXbfuzOj4WrPLxXVqajKB357Urfd3rUgEyuZurvLKoT3B96jezx1k/XzPgldEmJYEggEgpmYK+ry07+3eG3fPdGfeaBfL6zf05w+bF6ifn6ikRxGc3Fz03l89HNAtWhVVoVyIjkCPBPWAqAAj+7AY7vYZhdHe7aWp42NDWJiYhAZGdmqMXcEhmPOzLxLJPLjH2MmkE8dBGxdOLvUNHChQAPQaiBPr+TMPx8BEPg+HFmN32Wvs5t2MstkHKIDnJG5ZiK+mdfPouO0DF13RLD9q7915RD6h7rB0UZ4XCN7Glk8aUcu3q5A7PIDWLr9EhRq4fuNq10nN4g6GKVSyRPZ0Vf6BYD7E1qo0Np0fiEqKip4olaurq0wBi/+pHeikI4x3GT2TeVMBFRz5+4GFl0HHt0JxD/a7kMjdE6IYUkgEAhmQNO0ru5jM2w9xTcsWTL/1j128jPez707IHcGPHuZOUJhtEqIANC9e3fefq3KqpDHkvN63bvB880rcH3qN8YAGfoy4B4OauB/OcdIpVLrFgVvJ2xtbVteDuAOJbe0KQfT0DN58ygAA8Oy9AZw7F1EibIwSXQaAGAjtXyKYeqzs25mDMQiCl891hf/e+Yeo/0MuZyrUzgOdrPDideES6/YG3hYR/diDM0wD3uzn6u1bDycjppGFX4+c5vTPqd/EMZGMhEBpup9EoDXvvkDXx3W5QjWNOgiSDQKJqzZnOhXYwuJt2/fFmy/ceMGJz+7V69eCA0NNWfIfGqKgMPvMI+9o4CnhRdN2o0XLwKPbAfeKmVq9SZWMouejj5At5HNH0+4ayB3JwKBQDCD9PR0pKbqJis+Pj5mHefvYotND+mp+KXv1z02VdT62dPAq+mtlm7XehMBZtIukRj3IiUkJCAhIYHdrqio4OwPDAxEWFgYsxE5Dbj/G7gE9sSdgqFRo1+S5W6kuKJJjTTtT8H9bCisWgV8HM+2Dwt3wc7nBlt9gWFWv0CkvjMOYyK9MSDMHTdWT4S3k7BHPybAWbD91fE94GwrRUriWE77+lmxvPGO7c18x2+W1GJfSj7agzKB/OylE3rinWm94dEUSv/un9dQWiNcj/Zu5/dLefj5dCZ+PJONBT+ex6HUAhy9rguFVpblAjC9gFFZWYmKigqOYRkbG8s+NrwvAsJeTFtbW/O/AyUZTOmO9ZFAQQrwvt4i4Ki3Tf9WtAdyRyB8FCCWcFI4CARDiGFJIBAIZlBdXc3Z9vMz4W3U458l93Jr8HkwoadwDTF9oFjS6jBYABxBHYBZRde2NeehKyjQhe1qa2NqzxEcHIzw8HBOqG1Xx1DpNCcnB2lpaR00mk5AaYbxffvfxNWrTTUfD77F2TXb6Qr6BLq0yZDkEp1XUSyiUFEnHJb4/RMD8GA/7ud7/8Jh8HJkFmocbaTIWDWB3Tc4nPs9Abg1OZ/98bzZOdaWcL2gGiFL9uKpredQ26iCnzNXTflS4ljMH94NUrEIB1N1Cx2Pbzlr0fMk7r6CN3fe+XUwF/ykC9nOKqvDh4cz8Pnxm5w+jQUZSEpKQmMj3zinaRoZGRm4ceMGaywKLchpyzFpuXbtGu9cFi2sbGpa0KvKBT43KNvRfSy/P4HQSSF1LAkEAqEZDCeUcrnc5KRheIQnjqUVY939MfydWU2hsDbCHhVr4+zsjODgYLb8h0wmQ3BwMIKDgy06jzYXE2DEfuzsrCvR3xng1OtswnBBwVpUVFSgtrYW/v4tV05tczK4iqQiCtBovwpZf0N1+ksg9hPg9Kfc4y7/Btz/bbsM8YG+AfjhdDa8HOVQaWj08nXEj08xYbJrZkTDXi7BqF5eGNSNbzhKxCKkrZwApVoDezl/OmT4DQ9dug9fP9YXo5tCUlsDTdMoq1Vg3IdMbdpDVwvRe9l+Tp8Qdzs42UjZ7edGdEPiHiZq4lJOJSs81Fyt0LNZZdhyMgsAcF+sb6vHfqdw+fJlxMfHc+7l+l5KbYSKUP65vrhXTU2N2WkSPLJOAGUm8rlfySCiOIQuBTEsCQQCoRkuXrzI2RZa6dbnWBoj4OBgOFlN1DMmC69YZWzmYOi1bAn6IbV3KnK5vNn31lrcuMGUupBKpfDy6njRGCEk930C1Q6mxIFEBMR4i0BRFJLymkSdkrYC10wbNW3NGxMj0T/UHcO7e8LZTsrZR1EU3ppsWkhKJhEZzVn86zpfTfap787h2KsjEOzOzbukaRov/99FPDuiG7p7C4cKNqrU2PxPFtb+wfduCfGzQR7pvMGhrGFpCUt+u8Q+vlFcizu5EJCTjQSlUhtolA1G+zzcX1fC6ebNm2yJpvr6ek66gxaOiFkTjY2NrBFqKBRkNo01TAkfY0Q/ADh4tuzcBEIHQUJhCQQCoRmEJhbmIBPr3WIbDYrRBw1sxYgIbUFbe2FLS0t5eZvGhEA6A95x44DZ30McOgSxPmJBLz3984MdMDIdtjIxpsb68YxKa7D3knBe5fD3jvLaQpfuw47kXIzZcFzwmJ/PZKPHm3+abVSGeznA1yAsFgAGmFHXU5+qBiVuFOvCNu3llpWA6ayELNmLkCV7kZJTiVd/uYi8inrUKVSoalCBkug+C2JbJ0hdGS/tpjlxWDsjGrP0QqT18yWFjEp9oqOjOds5OTlGPZXu7gIqqobUCpfBYZn5dfPnIBA6GcSwJBAIBBMYyscbQzvReWOHLo+pm5eDrsOxtdwDSm9YY3gEK2Ish04/17Q1ZGVlIScnB0VFzUwoO4ikpCQkJSWBpmlUVVUhPz8fcAmC6wMfMXXqpn0CAHDQc14bzTrUtGwx5k7kVmktlm63LL9xWqxwDvdzI8M52wGujPFJ0zQyimqgMihR0nflIc62fmhtVyWnvI59PGXTCfySlIPXfruEyLeZUGL977HYyROgRHhycAhCPOwR5e8MsZ4krEgkgkajQVIStxyJEIZRGyUlJbh8+bJgX7NSDT4d1Hwfwh3L8ePHMWXKFPj5+YGiKOzcuZPX5+rVq5g6dSqcnZ3h6OiIe+65h6M83NjYiOeffx4eHh6wt7fH1KlTkZPTsXVuiWFJIBAIJtC/iWsJCgoS6Mnw47+6/oFNkz7UlQEnP+Z2nGBgaHZiTL3eOwl/f3+IxWJe7bnc3FyesI+l6Hu9Db2U5tZHbUv0Q4Crq6uRnp7OjouS2TJ16kIYUZEwV93UIaeqaRL/1F/cE97s4PIIVmBW3wD28f6Fw1p8nnX7TYdKzh0YDF9nnfrzF48m4D8jugn2DXLjetUr6pT47lQWQpfuw+j1xxD+xh94fPMZAMDWk1lQqLifrfI6BV48JUH3tw5wDDQAyKuoZxfIjlzrPIsfGg2NCR/9zY5tyLv8z9bf6SUAAFqlgKaBiQ6ROHki+e2x+GreAEztw81llsvlTefWCOZWG0NfHRYwvhhllnCPqt7s5yXcedTW1iI2NhabNm0S3H/jxg0MGTIEPXv2xNGjR3Hx4kW89dZbsLHR3SsWLlyIHTt2YNu2bThx4gRqamowefLkFkdZWYM7yrBMTEwERVGcP/2SADRNIzExEX5+frC1tcWIESNw5Ur75TkRCISuj6urKy/MqbJeWJlSoqpljMqPE7g7xq1hynV0UgwVEOvq6oz0vLOwsbFBnz59EBYWxqs/Z5hnaynGiqoDYDyDHYz+RCQ9PV24U5OSsVSsmzQX19JQqmmU2YUipc4btYqmiXa5iVquXYR3Z8Zg3qAQ/PKfgejh4whbKRNG6utsgwc+P4ncCvMMA6GQ2purJ+L/5g/Eimm9kTi1N5ZM0JXtGdfbB1Kx8PQsxMMeXzyagOVTewMAahpVeHsXdx5z5HoxQpbsxbLd/PnNC//T5Vu++ovu8ep9VzForW5xwFLV2bYkt6IeV/Ormu8IQFmhiy54MM4TbvYyjIsJRFhoCKeffl6zYXi6VuhMCMFyTXrGpa+vL6dkk1HyL5neL+r6nmWCaSZMmICVK1dixowZgvvfeOMNTJw4EevWrUNcXBzCwsIwadIk9rNbWVmJb775Bh988AFGjx6NuLg4/PDDD0hJScGhQ4cEz9ke3FGGJQD07t0b+fn57F9Kii78ZN26dVi/fj02bdqEs2fPwsfHB2PGjGkz1T8CgXDnERYWxqoEKlQa9Ft1CLHLD/D6/TonCFgTAKwLBep1CoLwigQGPttew20RhpMns/KF7jAcHa1bq82UB8NaobatoaHBuNgJZ+zPHANGJ3L2X+qzEpmZmVBM/QzXSpo8ZLZcr29XhKIoJE7tjX4hTF7jYwOZ8Mb8ygaczSrH4CZDTD/83ZBbpdyyFB892Ac3Vk+ESEShf6gbHh0YAoqiMDXWDyum9cbuBYObHde43j4IdrcsHzjS14nXFqtXEuZLg5IcQjQo1ahpbJ3nviXsSM41v7NahR+e7I+fnhqAx/rqHAv6AmZisRj29vZCR6N37966Wr1NmBTX+mcj8L9HAAXzPptdfuna7/y2x3YBc/4HOAcyjwldkurqalRVVbF/LRGE02g02Lt3LyIiIjBu3Dh4eXlhwIABnHDZpKQkKJVKjB2rK0fj5+eHqKgonDx50hovpUW0yLDcsmVLp13Blkgk8PHxYf88PRlFLZqm8eGHH+KNN97AjBkzEBUVha1bt6Kurg4//fRTB4+aQCB0BaRS7iryst2XUVzN/9HYs2AI+p57Rfgkc/e0xdDaDGdnZzg4ODTf8Q7D8L1uLabCXTuDKmxmpomSB/r49QGGvKTbHr4YCGkyhmxdAP945jFtRnjvrZOQrvLAtOTHINkYA3SCkGBTSMT8xYFdF3I54e8AOJ7MN3fqcvBG9PDElBg/To6fFoqi8OjAEMQEuJg1lvhg8w33y8vHCY5dqdagqkGJ6wXVGNqdrxx9KaeCfazW0Oj51p+IWrYfJTXto5wMACq1BusPmq4lO6d/IB7sFwh3exm+e7wvXOxkcLKV8ur0aueD2pB3IWxsbGBjY8MprxQQECDYFxo1U1qnMgfYPJE93iyOvat7POh54KFfgLARQI/xwEuXdd8pQpcjMjISzs7O7N+aNWssPkdRURFqamqwdu1ajB8/HgcOHMB9992HGTNm4NixYwCYBUmZTMZL3fD29u7QxcoWlRtZunQpXnjhBTzwwAN48sknMWhQ50lATk9Ph5+fH+RyOQYMGIDVq1cjLCwMmZmZKCgo4Fj2crkcw4cPx8mTJzF//nyj52xsbOTlnwBMMW1T4U3tgfb5O3ocXRlyDduXrna99XPrYmJiOOP++Qxf0TMu0Bk9ve2A26cFz6eUOQOtfO1tfQ19fHyQkZEBHx8f+Pn5dZn3ytqo1WpODpXhdTD2Pmjr2ul7LxobG43maVIU1eHX2FQOqdBvnerJw/od2IeipvVqlbIRtPYYmgYqbzOeGD3vp3TzBPYxVZ0HVeYJ0J1YLbmyjq8A+uK2C7y2wWv/QvqKsUgvrGFz/8I87PHVI3FQq1WwRvqTrYFd9M/i4Ri87phgX7mIxsVbJdAoGiCycWA90N+cyMQ3J7gLCq9P6IHVfzA5oZ8fzcBHs2Pxf+dykF+p82gfvVqAaX0YcSG1hkbPZUy90/QVY5FTXo/TmWW4P9469Vn/um5cPG3ltEjEBjjDW65CVVUVZga5QKPRsJ9lqVTK+dz6+vrCzc0NcrkcCoWC95mPjY1l+0ulUqhUKkgkEl4/rXq0ZPNYTrtv6ldQxgjULjaAuv0vZ/KtHLoEkMhb/btwt9HZ5hLaz0lqaiqnPrE2n9cStAuR06ZNw0svMQt5ffr0wcmTJ/H5559j+PDhRo+ladq8HN82okWGZU5ODvbu3YstW7Zg5MiRCA0NxeOPP465c+dychrbmwEDBuC7775DREQECgsLsXLlSgwaNAhXrlxhrXdvb25hY29vb9y6ZToXZM2aNVi+fDmv/fDhw1apD2cNDh482HwngknINWxfusr1zsjIYB8brgJGu4qQUq4L/Hiyhxq9XUpxcPcvmChwrtuug3F+3z6rja0tr6FGo0FBQQEuXLjQZs/R2dF/7yUSidFVYMP3QXtcQEAA68EoLy9HaWkpp5+TkxOqqqrg5uZmfghdG6H/Wg1xdHTk/XaqVCoUFhaivp6bZxhdUQk4A5cuJOP2bcbTPex6IlzrbuKK3yxkeE9m+xpmGUu+n4Jdcd8JjqGmpgZ11RXwcncFZMJhjG3ND/+aN2Xq7arBb7v3YclZXf/7/Sqxz4rffQbd+f89dpjd9rWlkV/PTCxfiVZh3759UBQz8xwJrYHYzpl3Ji3nLl2FNpht3+VCeDb+ga3pXCv2wz9TIMm9AIUGSK+iADD7N23bh4+uMGNYuuMKVvdVwb4Vjn+1BnhZ75ovjFLhw8u67aKMS7hyqx4HcoVDZfPy8ti0BUNommZryQKMOqzh91uj0YCiKJ7KZm0tN7xZi9+Nn7Fr3wTBffr4VpxFf73tfQcOG+1LaJ7OMpcoKWEWkRwdHeHkxA89twQPDw9IJBJERnLr8Pbq1QsnTpwAwCwAKxQKlJeXc7yWRUVFHerwa5FhKRaLMXXqVEydOhVFRUX44YcfsGXLFrz11lsYP348nnzySUyZMsXoF7qtmDBB94WOjo7GwIED0a1bN2zduhX33MMUGja04s2x7JcuXYqXX36Z3c7NzUVkZCRGjRrFWZXoCJRKJQ4ePIgxY8ZYPXTrboFcw/alq13v8+fPA2DCpwwn1wdqLiGlvADdvezxcP9APDygST21PAsQSLvymf8rJopb/5q72jXsqmjfe4CZePbp04fdLi0txY0bN5Cfn4+JEyey74NGo2GNca3HF2DK1uirwdrY2MDBwQElJSXw9vaGv78/KioqYGNjA5lM1u6/n8nJySYVLuPi4njt+q9Vi+jAPtCqG4iJiUZ07ESITn4EcR2Tv9c77/8Q8finuuOL+kGUyxWJmSw/A82oRE5bbW0trl+5CMnW+fC0p+C7tggQtWj60ipePMXPpRbiSrkIS85y37+nHxBaarLOeO4JdcWUyf3QZ3AdNDQQ7GaHUzdLUVTVyHoWsYO57qqqYohsnYzOe6YNi8OBn3VCVYZGJQDQUlssPM3PydUalVpePyeBq50UQW52mDcwCC/9koIfnuhrdi3O3RfzgX91N9K+/e8BLp9jt/97/1hcunSJJ7SlJT4+3uT59b/f0dHRZt9La2tr8b9PVgnum9TbGXSw6TBWKl0MZOpUwidOtP5n426gs/0O5hpZ4GgJMpkM/fr1w/XrXEXptLQ0tpRNQkICpFIpDh48iFmzZgFghOAuX76MdevWWW0sltLqO7OXlxcGDx6M69evIy0tDSkpKZg3bx5cXFywefNmjBgxwgrDbBn29vaIjo5Geno6pk+fDoDxOPj6+rJ9ioqKeJNFQ+RyOceVXVXFqJNJJJJO8WEGmLCNzjKWrgq5hu1LV7jeNE2zQja+vr4Qi8V49ZeL+CUpB4lTIrE3hVnhfnxwGB4aoFeSozKLf7L7voDUxjLBjeboCtewK2MoYqS91iqVCrm5uZBIJLh16xbnfUhKSuIcp22Xy+Vse0hICNzd3XHx4kVIJBKUlpbyvJk9e/Y0KjDSFri6urK/bYb4+/sb/ZzFx8fj0iU9hUuRGBUNgKuIAkQUcGQFp79UWQ3YOAOHEgEDoxIAxKc3QTx+FZD1D66m3UCdO6N+Ktk6CQCjQhukqAQcOy46CgBCPezh7STHT0/dg8LqBvg622LBT+fxu4ACLGD9nF19hkZ4QSqVIsxL54kc1sP49dHUVUBsz8/RDHG3w4Rof0DPsBQit8K40JMh5XVKlNdV4qVfGANx0a8p+Pf10WYde6uc+zwaPVmQi8vGIjX1krBKKxiRteauebdu3XDr1i24ubmx4a3mYG8jxSDpZQS7i1DZQKOoVrcgI/lhGpBYKXygRsOEgsv0VGdHLSP38FbSWX4HjX0WjVFTU8OJFMnMzMSFCxfg5uaGoKAgvPrqq5g9ezaGDRuGkSNH4s8//8SePXtw9OhRAIz+wZNPPolFixbB3d0dbm5ueOWVVxAdHY3Ro837jumTkZGBGzduYNiwYbC1tW1xSG2Ll0QLCwvx/vvvo3fv3hgxYgSqqqrw+++/IzMzE3l5eZgxYwbmzp3b0tNbhcbGRly9ehW+vr4IDQ2Fj48Px2WuUChw7NixTpUjSiAQOg/6gisURSGjqBq/JDFhUYl7Utl9akNPz8G3+SeLfbBNxkhoOwyVYbUhccZC4QwFerShUQCQlZXFPtaq7JrKa7x27ZpFY20t2nIjQqUWXFxcjB7Hn9CJUKekGfEefTVkLetCgXfcgJMb2abbrgZ5lee/x/X3x6Hu12cBVQOQb2DoaDqmRts3c/sCAALdbHHklRHY9sxAiEQUfJ2Za2bMqHxzUq82Gc/njyRgZnwAnhwi7LHTZ8OsWMzpF4j/Pd0PL4YUCvZZOzMGIhHVqpqdzVFYZb7wz4ErutDUfS8MxaBu7pjVNwDvzoyGs61pQ0ImkzV7fg8PD0RGRiIkJMTsMUHZAPFvTyC67iSc5BT8nSh4hkWhu7vedJqmAVUjkPwjkLoL+HIkcPF/wDuuwK4FgFTvOxY10/znJtxRnDt3DnFxcWw0yMsvv4y4uDi8/TYzf7jvvvvw+eefY926dYiOjsbXX3+N3377DUOGDGHPsWHDBkyfPh2zZs3C4MGDYWdnhz179hgVpxKitLQUo0ePRkREBCZOnMiWv3rqqaewaNEii19XizyWU6ZMwf79+xEREYGnn34ajz32GCc/xNbWFosWLcKGDRtacvoW88orr2DKlCkICgpCUVERVq5ciaqqKsydOxcURWHhwoVYvXo1unfvju7du2P16tWws7PDQw891K7jJBAIXQP90ECRSITV+4Qn+3P6cdUHUZQq2I/QtQgLC0NpaSlrUBYWFsLf35+Xj6hUKiGVSpGcnMw7x82bN3nlC7T4+vp2eA3L5ORkjkHs6ekJR0dHTo3n5pQu4+LidK+domAnpRjDUiFsgBtyPvg/8OszGmKtd3P3AtRodXJUCmD3C5z+SkUjOsI/MaqXN242lQqxBE40gxUZH+WD8VHmeW67ezuiu7cjVCoVDEf/6rgeuFVay4ao2sn4k1J1fRVolQISx+Z1JS4uGytYgklLyJK9+Pf1UfB2Mv25cmoyHkf38kKkH5Oztu7+2Gaf3xJM1azk0FAJrGXeR32PjIiiEPTKMWClnrJzbhJw7lvgwo+6th3PMP8v/ADc8x9du2twywZO6PKMGDHCaPqBlieeeAJPPPGE0f02Njb4+OOP8fHHHxvt0xwvvfQSJBIJsrOz0auXbhFs9uzZeOmll/DBBx9YdL4WeSy9vLxw7NgxXL58GQsXLhQUHfD19TVfvtxK5OTkYM6cOejRowdmzJgBmUyG06dPs/HIixcvxsKFC/Hss8+ib9++yM3NxYEDB6xer4xA6MwUFxcjKSnJaNgbQYd2wq0NBykXUIUEAImRYuYAmNIMz3WeYuME85FIJLxUiaKiIl6/lJQU1uNnSHl5udHzt2eoqxAqlYrnZVWr1bCxsUGfPn2Y8EojRrE+IpEIUVFRzAZFgQYYw7JOz2PZ/xnjJ6AoaAa+ILxP0DtpejLWllhqVO5eMBh2svbPB22OJwcz86Itj/fDcyPDse7+WPY+F+jGDQs98GQP7HwsAh9NDYWmkSk198TgUGStnYTMNRMRE6ALwb25eiKcbaX4c+FQTI7xxdYn+uPG6ol4dVwPzjmf+/E8muNMJvP5mRTj20xPhjatt7vbyOdz+meMoqtvH11b7nmuUWkMh44N5yYQAODAgQN49913eWV1unfv3qy4qRAtMiyHDx8umBStUCjw3XeMohtFUaxB115s27YNeXl5UCgUyM3NxW+//cZRVKIoComJicjPz0dDQwOOHTum+zEkEO4SsrOZmmvp6ekdPJLOjzZ8Ubuq6OFgpmy4d9N9JXoWU0zeM8L6gyN0CIYKkVrMVc/Vr4/XHKaUWluD1pgUMoa1SudisRgxMTG8GmnGkMvlTL1TSgS1hmbCAa/qFXmf+B4QMlS3Pet7IO4RKBc1KXNSFBAjEC7+/XT2oTbdh+7k9S71MbcuZVtjGBr6/NAAZK2dhBE9TNdQ7e7lgOoqJmcwxMMev87rjaOvjMDbU5i5FUVR+HhOHMZEeuO3/w5iDe+ePk7Y9FA8hkd4QiyiMG9QCOe8Uf7GlWnVGhohS/ay27ZSvmFu6OkJDg7mhLRafdFGZqSWr7jpuuoL9pxoJlqvGS8VgdCe1NbWCuYYl5SUtKhUSosMy8cffxyVlfzk5Orqajz++OMtOSWBQGgHiouN1wQjcFEqlWzNWgCoV6hx5BrfW3XoZYF6UtqJQ8S4thoeoQuhH+6qL/Bg6C00ROh3trVUVFQgOTkZ2dnZgoalpQIU+tTU1AAUhexKGqjIBv75iNth3u+MsEliJRA5FZj2CSPkwz656bw4StIUtkh3TsNSazwtmdATN1ZPRNbaSR07ID0M31dDtUlj+Dhzw1Ul6gaEeHCNtmB3e3z1WF8kBBtfhLCXS5C1dhLu7ckYsltOZuFEegmnz9X8Kkz46G/c9+k/nPaRPT052/X19RxF14iICHZBJCEhAQkJCWa9NrOoygcSnZkQViG0OZJj3tG1VecZP5/EFqhrEurqwFqDBIKWYcOGsU5BgFks0mg0eO+99zBy5EiLz9ciw9KYUlBOTg6cnY2vQhEIhI5F660kNI9hqPCkjX9DpeGvNHfzFFgZL2rKTxOZn0BPuHPJy9NNNPXFbgxXiSMi+J7t69evIyMjA0lJSVYpBK6t3VdcXMwzLGNjrZG/1jSt0BPnMRuxbnVcG3Hqaqs311AxNTMLi4pQUVHRwvG1HW9PjsThRcMxf1gYxBaGzFqb7OxspKSksJ695nK5DHnkniDQKgUe6ME19mmaRkOD+aqwhvyltzj3yDf/4kqebvFkwkd/42p+FS7l6Nr2LBgCuYR7H01N5eawN5cD3Cr+eFWw+WS3V6FckqczDsUSoP/85s+nqud44QmEjua9997DF198gQkTJkChUGDx4sWIiorC8ePH8e6771p8PosMy7i4OMTHx4OiKIwaNQrx8fHsX2xsLIYOHdoiiVsCgdA6NBqN0RwvgAlTv3nzJq/d0smGtWloaMDly5c56pmdBUPlz5slwkIk7CLbkdXMynaBXgFL57YR7SB0PG5ubiaV9wwLW2vRr08pl8vZ8lfdunWDo6MjevfuzelfU1PDei45ZT1aQH19PWfb0EBojbcSaPouUCLwtF9eN1OgSKIzLLV3pgAnCr29ROjTMwTadZ2iszs5xe07CyIRhW6eDi2S6Lc2xcXFUCgUJj8zCoVwzjgAvDm+O36Y6Qd/W7532Jqe9Mym++qvSfwQ8yUTeiI6gOusEFpcaZNSEym/Mvfzq3t4u2gbZxQ7RevCYLWc+cL64yAQ2pjIyEhcunQJ/fv3x5gxY1BbW4sZM2YgOTkZ3bp1s/h8Fv2KaGtBXrhwAePGjWPyKZqQyWQICQnBzJlEOplAaE8KCgrYwrxxcXGChdWzs7MFJwMqlapFP8qNjY2ora0VFO6yhOzsbDQ2NuLWrVtsKFNnQd/YDe4WAaDAeGcAONa0sve5Tgocbs2XASB0TWQyGXx8jItvGMtNMTQ6/Pz84Ofnx26b8r7o/+a2BENPj7UjGBwdHVFFUVDor3HFPQrIzKwRKJZCqaaRX0Oz0eQUABsJBUz5ELg2nWm8thfoMREajUbwftdq6isAmT0g7vjaeK3FVEmbzMxMozm/V65cMSo6lJOTw8k1tiT0dNmUSCz77TxUlQWg1SqUlwejocEdz3/8GyiRGFLPYFAU854+PZQrHKVQKJCSkiJ0Wuvz25PC7faeUD1zAjj6b/PnmLoJiJ0DFKYAJenA9qe5+2tJagqhc+Dj44Ply5db5VwWGZbLli0DwBR3nj17dtuGHxAIhGZRq9WsUQkwP7xC30tjK8yXL1+GXC5HYGCgRerIly9fBgDU1dXxlMQswdSkpyOpqFPg8c1nMKd/IMZE+uCl33QT8hXTeuOtXVe4B6iNvA671hnehM6Lh4cHaJoW9PL17NmzVQZP9+7dBcW1miviXlNTg+vXryMwMBBeXnxRFhcXF6MhpKGhrV8EqaqqYsO/1RqaCQedtsn8E4jlSCnScLRNKArAa7cAWxddY2UO8N00pNgfR2wcX0jQYtRKYIUH0GMSMOpt4NMBun0zvgZiHmj9c7QTKpVK8L6qjU4JCQnBiRMnABhf/LA0kqW2ttZssZzHB4ciWl6KKZsYw3Tx5sNYvPkw87waNdTVpZA4eeKjB/tALKKgVCpRXFyMsrIyQdXXNllY2P+GcPu0T4GYWYCxFN/7vwV+1SsN4dmDCZH1iwM8BATcNJ3z949wd7F582Y4ODjggQe497lffvkFdXV1mDt3rkXna9E3cu7cucSoJBA6AYahbFeuXOFNCkpLS40er9FoUF9fj7S0tBbJShcWChfaNoeqqipOaJ418sesRZ93DqKouhEfHc5ARlENahp1E4BHB4Zg8Xhmlf+9mb2ZcKkVbShzT+hwhHIfJRIJxGIxQkJCOMalm5sbO8kWOs4cnJycBNubm0RrBVlu376NpKQks4/38PBodfQBSw3jhSmrp4EHtlp0aMnlIzzBTGrgAq5RqYfqayuJY/2+kPl/fS9wyqAe3PanrPMcraWhCjAQeyosLERqaiprSBYWFuLixYucGqQAI6yo/a3Qj1Ax9tvQnKiUIVr1bHMxFSqsrmMWQaf18UdDQwMuXbqE/Px8NDY2cnKVAeZzGxMTY9FzNwtNA6cEFkOeOQr0eci0FztqJvBGATD3d8ZbGdhft09subomgdAerF27VjBizMvLC6tXr7b4fGYblm5ubmxomKurK9zc3Iz+EQiE9uHatWu8tvPnz7OTCKVSafaPfklJiVnGnalcTkswLKWQk5ODujqmRlpubi6SkpLQ2Nholecyl+oGJd798xpUVTqBiXV/3cKw7owq4YSmYuTPjghH1tpJeODsHOETuQQzypeEOwJ9b35ERAR69OjBya/U9xDpC9i1pkZyQkICTwzP0NuYlJSEpKQko6WDiouLOd+hsrIywX7a711r8ff3B3LPAWgS3/G3TJ3zVspJXhsV/5jxA5T1zMKOUK3LjMNAXrJuO/M401f7p39M6m7d42QB9c+OLm9yZQewNhB4h6u6mpOTg/r6ety+fRsajcZoKZy0tDT2sVKpZBc+jOUIW3qPtyQ315wSOs8MY0JgDQ1kfVxdXREcHGwyz7lFbJnMb3s9n/E6mpM7K7UFQocC8Y9y28USwL+vdcZIIFiRW7duCUasBAcHtyhdwuy7wYYNG9gfyQ0bNnSK5HQC4W7G1I//lStXkJCQYLHYR2ZmZrNeFnPr9VlKWVkZysrKEBYWhoICJp/x8uXL1pWOb4Yx64+joKoB6jqdImxBtRLXCphtFzuD1eoibs4aywsX2miEhI4iNjYWNE03m5Ns+NvYu3dvdoJsabhpeHg4x/OoH6Gg71UyVDDWop0UxMTEmBy3tQxLHx8faAPzpWKKyVO0hOCBwK1TzOPHdgF1ZRB59zR5SK2Chv07bsDbZUwYLk0Dv78EJG1mOkz5CEiYB2ydwj3wHTfglQzAwRNoFL5+LH8uASaus+y1WJNf5uke0zTPwCkrKzM7JFStVrOiPWq1WlDlX+jz1KNHD6MlSiwJR9WmZexZMBjf/pMJtYaGQkXj6PUifPVYX9jJxRg0oFez5wkLC2u2j8VU5gC3TvDbJVaK0Hv6MLDtYeDa79Y5H4FgBby8vHDp0iVOHVgAuHjxomD4eXOYbVjqx9jOmzfP4iciEAjWpbn8RFP7pVKpoHdSG3GgDaftiAUkIfVac/nmRCZW/J6KKH8n/P78UFQ3KFFY1YBwr+Y9R6dvlqKgii+jL7Z3YeXvRYbXo9u9wI2/dNt+ccCk9UBb5P0QOhRzvTKGk2wbG5tWLY4kJCQIhrVaYgwWFxdz8jN9fHzYxRsAVo00spcBtYqmUq5SM0V7tNz7NnD6U6bGpa2L0RBYfa6VaBDlJYJ8Uz/ghfPAe+FAnZ7K9J4XAZ9o4YNPrAfGr+G3j1/LCARl/c1sn/mi4wxLw9hgRQ0g59/PzFXWtre353jShQxL/RQHW1tbVuHY2dlZMF+/qqoKly5dsigslaIoPDlEZxwuuDecfVxfXw9bW1uzz9VqyrOA318GbhwW3m/N+/nE94lhSehUPPjgg3jhhRfg6OiIYcOGAQCOHTuGF198EQ8++KDF52uRtnhzrtGgICKxTyC0Naak4gF+2JyWnj17oqamRjBsqq6uDjRNs8WntRPisrIyZGZmmv3dTk1NBUVR6NVLeOXZkhyesrIysye+K35nPIiXc6uQVVKLEe8fBQC8OzMadjIJJsf4orCqEd5Oct5k6sEvTwuekxKJkV/JGJwh7k0eGK3XwFYvNK3HRGDOz2a/LsKdg7+/PzsZb034qzk0NjZCLpfzDFhTtQXz87nlPmQybpkEa2omUINfAo5sYEqDSC07r8zBBYphr7Dbxkq2GHK5SIPeyIBNopE62iVGwi9Pf8r8aXnwZ6DnRObxPf9lQmY7Gn2VaQBYEwAsqzAvLFMAOzs7uLi4sNt1dXUcteG6ujrY2dmxnyf9cGz9KJm4uDgkJ+tCjc3NkRcSkHJ2doajoyP7m5SammrytyY4ONis52oWmgaWuwjvG/QCEDzYrMUNi3DyZULEc5MAz+Y9swRCW7Ny5UrcunULo0aNYhdQNRoNHnvssRblWLbIsAwJCTGdfG2lHCwCgSBMSUlJs2I7hh4NDw8P9gfZzs4OpaWlvLp2xcXFnB/9mpoa5OXlobq6GgB/UUk/vE6tVqOgoADu7u7seaurq3kTbW3ep36JBVOUl5ebZVhWNXAnNlqjEgBe+42RqP8nowTbzt4GwNRIeyDKBWKxBDer+Ibu8qm9sWz3FVB6Yg2Brja6yWbIUJ1HY/IGoO8TvHMQ7g68vb3h7e0NiUTS5l5+bXi44eKMfj5anz59TIase3h4ID8/nzUGTJVNsRQq7iHALhB0f8uFdRwdHTmCMrxrGTsHuPgzMOh5oPQGcH0fu6uqkWbKkgix4xnd47hHgbpSzrEsYcMtHnOb8s9GoPAyv/3cN0C/5kWFoqKiWAVvffSva1ZWFqKiogAwi5GG9UG1dVa1j9PT00FRVIvVWLXHBQYGQiwWo7q6GsHBwaAoirPYacyB0adPH+vlVR4V8FYDwIuXAFcrGa9CzP4BOPsN0PfxtnsOAsFMZDIZ/ve//2HFihW4ePEibG1tER0d3eIFnBYZlvqrVAAzUUxOTsb69euxatWqFg2EQCCYjzkKrsXF3BpZ+jcJrTexuroaDg4ORleeaZpmjUohtPk61dXVrEiQfoid0CQ7NTWVMymOj49nPaTGyMnJQUBAAKqqqlBWVsbLBQCAXcm5/AMN0BqVALB61wVcTNYgp7wOKY06RTR1XSU+nN0HNY0qSN25pVQGiq/qNrRGJYGANirSbgJTHkqxWIyEhAQkJycLRgdov/83b96Eh4eHVY1hSiwBAhJAy7g1N7Wh+aZCig29XjzjZcB8JkzW0Zfx2N3zH2DrVADA7UoatyvV6O0lMm5gAkwJoMkbmPIiADQ0rQtxN8wJdQkCKrIBWevqh1pEbQlwaBkQ9xhw8C3hPhd+RmPMo4K7HBwc4OrqCkdHR8jlco6HUFvsXP/9bmxsRE1NDezs7HhGJcB9D5ycnBAREcF6uG1tbdlFRHM/Q9qx0DQNd3d3i3K4DEWzWo229rA+L10BnFteQsssnPyAUUbeWwKhg4iIiGixkrk+LTIsY2NjeW19+/aFn58f3nvvPcyYMaPVAyMQCObTq1cvXL161eh+oSLYFEWxZQ3kcrmgAqu+mqAQGo3GZMHqkpIS2NraciYDhhENFEWxIbdCuWTaiYh+3g9FUbzVtOJqyxRkNY212HmhHAAg83IF1VR/79dHukMiFuFyTgUoCVci3vnwYuGTxVtW54lAsARPT0/eQpE5i0u9evXiKWtqw2ClUqngfaG1aA0MbZ52XV0damtrzRISMhSN4RmhFMVMyqF3z5M7AI01bJcrRRrE+4pAzfkZ2PYQ/0lGLWNEft4oRNJzjHHp60jBb+63/L7DFgO7FzB5jY3VgrmNVufYu4wyrZA6rZbe93Huo5GRkUhNTYWbmxtPIKpbt26or6+HjY0NKIoSDFm9fv26oBiOkBFnqJCcnZ2N8vJy0DSN+vp6pKamwsPDAzU1NWhoaEBERAR7TG1tLbvQUVxcDG9vb865hXL/ZTIZQkNDYWdnZ92alX8uFW539BVuJxDuIF5++WWsWLEC9vb2ePnll032Xb9+vUXnbpFhaYyIiAicPXvWmqckEAhmYGdnh7i4OFRVVQmuOuvn0AjRrVs3pKYaUThtBaWlpZzQtvh4KxQzB2Owuri4cPJ/gtx0QiFTY/2w+2Ke0KEstFo3gVEUZaKnjwP2vfMYUlMYJV2xWMRfhbf3BEoF8rVEVpa8JxD0CAgI4BiWxvKnDdEKB6WmprKeJW3YY1thaFgaLnjduHEDPXvylV6FPKuGhoTWwPbz89OJETkFAMXcsks3puxESPgw5E78CV675sBWSgGLMwEbF1aIRSOWMbUJvxyB/Goaft3uFXgxes+/JqBNSghpNBpoNBqdEZ1/UbjjgiTgxAbgwg9AaQZ7vaRSKWxtbU0KRAkJ4cjlco5xKiSaJhQZoo9EIkFQUBDKy5kFOu1viL6QUFpaGry8vNDY2MgR/tEXk9Li6uqKoqIiTluvXr0sKmdiFjTNza31jmLy5RPmkXs54a4gOTmZXcQ5f/680YiDlkSztOjbariqSNM08vPzkZiYiO7du7fklAQCoYXI5YxXTSQScUQZLMFS8Q53d3ejxbVNYVj+xDD6IS4uDkVFRfD09Gy2rElGRga8vLwQGBiIW4VleH7TdohktpC6+eOjB/tg45w4bDuTjcU//wtleR48PDwhcfJAeR1zM6WVXA/n+w/0YY1KAPB1tgFgoLzZHh4LAsEAkUiEbt264caNG7C3t+csHhlTeNYnLCyM9Vy2dQ6ooWFpiFAIb2lpKS5cuMAaEKGhoWw0hT6BgYFwd3fnGiWjlzH5arGzAbdwQCRCJRipfIh9UDJ1P2LiEiBt8tRqNBqkp6czobkUBcw/xhga9gIhmZSBhyzRmTFQ7VqmotvY2IjS0lKUl5fD1tYWYWFhuJx0CsrvZyNm/peQ9hoHuIYAt//VHfTIb0DoCKYOooYJJ64++S3S6CjAP67F72dkZKTJaBPAvDIi5vQxNBaBppqnBnh6enL6Ojk5Wd+oBJi6oPpM3gAE9rf+8xAInZQjR46wj48ePWrVc7foG+vi4sK7mdE0jcDAQGzbts0qAyMQCOZh+ANtWG/My8ur2XNQFIW4uDjU1NTA0dFRMOfRzs6OFQRqaUiSfgmUuLg43qRBJBKxQiLGhCf0KSoqQmBgIJ74cCcAQKOoRxhVxI5/Uq8I+NwfiHqlH7wcGe9NRZ0CB1IL8eImnefx2RHdeOd2sZPht/8OwszPmKLtiVHFQPoB/iBevsZvIxDaCMOQ9ZCQEJSWlqKsrAyAsJJqa0ueWEJzho5arUZlZSUn2kDr8dIiFosFDQqKomBvb5AH2Vy+mkSGSykpiI2NhUQi4WlENJ0YGo2Gf1+r5CtnY12ormamBTQ0NHDCkhvq6wEfFyi/YkSOqr97EG4BEUBpOvfAbqN0CrCXmPlVWqkGyDwO+Mc1qw5uDHMMUnPyhlv6W6BdENXHxsYGrq6uKC8vR2BgIDw9PVt0bpNc+j9g+9MGg+EvYhAIdwMqlQo2Nja4cOGC1aJZWmRY6lu6AHNj8fT0RHh4eNusLhEIBKO4urpytg3DXs2deIhEIkEvAcCEuYvFYjaszRq5Ls1NbORyOXr06AGFQgE7OzterpiWnJwcRHg7IjWfERl6d4auZl1aWhocbaRwtNFNkFzsZJjVNxCuj/dDWlENBoS6CY4lLCyMc23nZbwoPFAnkpNDaD8M69M6OTnBxsYGZWVlcHBwaN/6fybIy8vD7du3BfdlZGSYNHR5xqMVuHjxomAeoRaVSsUrw4IjK4U7r/AAlnGNYZz5ClU7FiGnSgOfFdmorq6Gj48PsrOzIZPJmPBQRR1wahNTIxMA7au7j2pomm9UPrqDW1Zkzv9Q990s5vGV7cxft5FAwh6Tr515Ag2vRElISAgruqbF1tYWfn5+UKvVHfJZMvUeWQVDoxIA7CwvAk8g3AlIJBIEBwdbtZpHi6zA4cM7mSQ3gXCXQNM0xxtpzo9wQEDrFe4cHR05N56amhqjfePj45GammpStdJc9I3kiIgInpjQpZwKvP7xCXY7zMMeIpFxgzUpKQlRUVGQy+Vwc5DjHgf+qrkWrVF5csm9yCypBUxoaRAIbU1tbS2vTWucyWSydvNINod2kaa5iUpSUhLi4+MFy0q0dIHa19eXV7NTH6E8Qi2ChqUxaIE6vPteQXop056ZmQmAm2uIk5uAlF84hzTorRHcqqDhbkvrFrncugGGeZ89xkNl8NTyW9yFfkGU9cCqppIyr+m8sO7u7jzD0t/fn+NNbgnaEFatFx1gwlzd3d1RV1dndl3iNmf4EsCzB+DQBp5RAqGL8Oabb2Lp0qX44YcfrPLdbNHde/fu3Wb3nTp1akuegkAgCFBTU8OZYBqbgLm5ubE/6kIhR82hH4aqNV71vXqGk1z9CR1FUQgPDzcZxmqoXGgOjo6OiIiIwJXUa5BKmJX+13dwn2NIdw+hQzlcvnwZcXFxpjspG4BDy4H4R+HnFga/KiOCGgRCOyEkbtMZMSUsJJPJOBEU58+f53lgW0qfPn044jCWIjgOBx+gpql80rRPgF3Ptezkxdd4RiUApJdx39Pz+Rok+DWF2PoIh6VR4aOBUl1IfribGdEjx9/XHX99HwBdTn10dDSba+nq6tpqo1K7cAcwobRaNe+goCAAbeONNovGakaASYuNCzBiCc+LSyDcbWzcuBEZGRnw8/NDcHAw7zvaXDk4Q1pkWE6fPh0URfGS8w3bKIqyqnuVQLjbMZy0GavpFRgYCLVaDQ+P5g0tIeRyOaKiolBfX88KAumHv8pkMvj7+yMzMxMeHh7w8fGBRqNhvXyGuTmGAiMtqUXWqFIjetVx0ColNj3aD3ZVXE/H5GgfzOobaNa5DEWEDKE2jwN8xcCJ9cCrN4H/e0y387mzwCf9LB4/gdAajInhdDZM/eYHBgYKqla3FK3H093dHWKxGG5ubqy30FIEx73gDLA2COj3NBA7R2dYdh/HlAOJfYhVmTXJPoEyRVJbKJWMUi+CBwK3Tun2xT0CjEoUPFVjzKPAv4xhGe0tgszeVbAfh791hqVWAEiLvpdWm99uKV5eXqzojv5CZkBAAPz8/KxbJqSlrDGI3HklnRiVBAKM23QtpUWG5YEDB/Daa69h9erVGDhwICiKwsmTJ/Hmm29i9erVGDNmjFUGRyAQuBiq6xnzWEokEoSHh7fqueRyuVFvZ48ePSCTyThhE/oht9q86+LiYoSHh1s8mcytqIdCpUGoh27lrMebfwIAKIkUz/98AbRaN0Ha8ng/RIYFCqoPCqE/iezZsyfkcjlUKhWunP8XuLoHMd56E6HPhwAR44Dz3zHbnhHAs6eBfa8CQ16y6HURCC3Fzc2NU3KkLWpQtjV2dnYtVpQWQqiebUvGVFdXJ2xY2jhzS4wMXMDkSKbvZ/5uHAHu/wYoEShBpIWmgQYBT+rjfwC3zwAlaYwhmbQVSNrM7Jv2Cadrbm4uampq0L17d5RpdMrUMjGlU6itKwN2zAemfgw46hmISVu4z+vgA4CbyhAaGsrmsreEwMBAuLm5CR7fIUblJwMAOw/gcSaXFSqBGsfi5oWJCIQ7mbq6Orz66qvYuXMnlEolRo0ahY8//rjFDgktLTIsFy5ciM8//xxDhgxh28aNGwc7Ozs888wzJgu1EwgE69HeYll9+vSBRqMxSy0wKCiIDX+SyWSsmqWpMR++Wognt55jt+OCXLDj2cGorOOXU6DEEsi8u0FdXYrhA+IhFotR9M9PwF8rgF5TgGGvmPWaRCIRJBIJJBIJ4v59HqjI4uZpVucB9k3Kuv3nM/+9egHzfjfr/ASCNTAU5WquNm1nw9HRETKZDCEhIXBycjLqWYyIiLDq82rVYJOSktg2fYVrbSRFZWVl8xMqQ2Pk8q/AzK+BTQb5rTSt84aV6PLCe3uJYPPk70gqa1owCxrA/AFAnzlA+U3c7D0adZcvo1u3bqx4TkEBE45bVlaGaokrMGY5qNpiIOszoOwmUwZFywdNCw6JlUBBCrDHQHRMwElnjbyqDgtxNeTMV7q6pl+NAu59A6gQEJEi3krCXc6yZcuwZcsWPPzww7C1tcVPP/2E//73v/jlF37YviW0aFZ648YNwTh8Z2dnXiI4gUBoO9p7NVgsFrcojNXe3p41LL28vJCTw5fxL6pu4BiV+H/2zju8imL9499T00jvAUJvkY6KYAFEQLB71WvHfv0pKgLXCxbECnav2BVBRUW9FFGiEDpIT0IJoSSQkN57OX1/f2zOnrPn7J7ekryf58mTs7Ozs7Ozu7PzzrwFQHZRAy7UtqJZJWyHJZFI8No9VyE4OJhV49j+Grvj1O/AJY8A390EAEhasA8VTRrBwQR3PXlbIW28IDzgOLKC/W/wjD0YQXQnUlNTeaEjLMcP4eHhGD16NBiGcTqmriWDBg1CXh7rXVWhUAhOZCmVSgwbNgwAOIHTlm0oh2VcSwB4JYr7GSzvcMjz93+BK+ayieseM+2f9hLQ7yqgLhNWyIOAaa+iHgDUahQWFmLYsGFobm7msly4cIH90X8yeksqWMFSjCXCtpKSihO4KftlIBvAo9uBnhZCsaYVkCoAuYOOjAKNdLMJxdIjwPe3+K8uBBHArFu3DitWrMCdd94JALjnnntw+eWXQ6/XuzTOM+LSqPSSSy7B3Llzed7XKioqMH/+fFx6KQWZJQhXaGpqQl5ensPhQTzh7dVXmHuRNfcUaM6lb2wTTP/jeDmuN/P8asmDl7OOgCQavnpX5C83AwDClEDPH6/E2N+nAnWFwP5PgKrTAMMgIiLCZGP0wz/EL0BmVAnuHHZuRNemM4X1GjdunFU8QstBS0hICKRSqdtCJcB6JB03bhzGjRuHkSNHCuYx7zuNdTO3NdTpdDyBjuPoTzbPHSTvmJQ6uZ79f3iFaWeficCkfztwBSzGlVRLT9hGIuIdsyfniGS1R2TbXjalbX3F9Dvre1YYfTMFeD1eVDAlCKJrUFxcjCuvvJLbvvTSSyGXy1FWVuZWuS4Jlt988w2qqqrQp08fDBw4EAMHDkRqairKy8vx9ddfu1UhX/Hpp5+iX79+XODoPXv2+LtKRDcnLy+PEy7tERsbi8TERB/UyjOYC8vOqky9s/kMbzshPAj3XpaKf03qj78XmrnjP/Er4sPYgV2wnPWWOCZZiiGxbDcnkQD4dTYbIHv9v4AvJ7N2qDoNkPub9YnvNlMHMXqGjB/mVN0JwhskJ3f+2Kl9+/blfvtCjdIY/DsqKopnO270tmvsoxiGwbFjx3D27Flr2/Bm2wMuTtchJBoo2I1BF1YjLZ7tfwY+9q1VXYwIOc3RarXIzs4WPVdQbwuheZgND/zP5gKhAk5+eo83/d44R/z4QCT7B+DIN9bpRrMFWwy7wfP1IYhOhl6vtwqxJJfL3fbU7dK058CBA3H8+HFs3boVp06dAsMwSEtLwzXXXGM36Hkg8PPPP2Pu3Ln49NNPcfnll+OLL77AzJkzkZuby9mEdSYYA62idCYYhuHcN48ePdpq9l6lUsFgMNhUczV6X+2MhIeH29yfFBGMbfMn4f9+yMLus9W8fVGhChx8fqpwP9NYgtRIKeJCGYR09GxSi3wDY6TIN3PxLzFTY+Px2C6gvd46vd+V1mkE4WMC+TsbFxfHxW+0FKDMMXqbBlzzEu0sQUFBgrE+IyMjOWdCer2eNwnmkHrsP1YABbuA0feg4fVr2LT2eqQeXIyIMLYPH5ciA+JNkwHGutTU1KClpQUpKSlQqVRW5xMLMSMYEuSmj4FTIqHgInuydp+WtNcBBj3rXChxBFB5gr9f2w4oQkzb6mbWEU6Ye849XMKgZ1WRJRJA1QT89gSb/keHA7U7vgN6Xwa02nDgdssXQH0hcOlj4nkIopvAMAweeOAB3kSbSqXC448/zpvsW7dunVPlOrViOWvWLC5OlEQiwaFDh3D//ffjmWeewbRp01BXV4e0tDSnKuAP3n//fTz88MN45JFHMGzYMHz44Yfo3bs3PvvMhr1CAFJTdgGKN+Jw87HZaGttspn3VHkTHv7sLxwuFFZDJHxHU5PpXh09elQwT3Z2tuCskXF2qTOpwlki5DnwXLVJjfX3p65AWJDcSqiMDw9C5ovTxAfVsawX3FCFRDRPZLApfVCsSPf3Ui2QMhqQCrRxtPPxNwnCU8TFxVl5Yw40zAVGy9lwc2QyGdLS0nDRRRf5oFbimA+qjh49itzcXN5+nrfYvmYTS4vrWAc5I24DblwObfI4oDdrChQRBMSHmfUvYXxVYCNxcXHo27cvJBKJlbqwLVQqlXWisgcQFAnIlGw4FCOzf2f/VwiEWDr8NfBqDPB2P5NQab6KecBsTKTXsiE73hkANFc4XFePoNexYV9eiWJVdNc9ap3nl/uB92w4fhr5T2DUnWzsytDAfX+I7sPu3btxww03ICUlBRKJBBs2bBDN+69//QsSiQQffvghL12tVuOpp55CXFwcwsLCcOONNwr6sBBi9uzZSEhIQGRkJPd37733IiUlhZfmLE6NTjdv3sw54ACAt956C3fddRf3IdHpdDhz5ozI0YGBRqNBZmYmFi5cyEufPn069u3bJ3iMWq3mXbfR9kKn0/Fi8/ma/L2/wjhvGPlhf+y++BNMmPFPwbzrVizDCt0nePurf2L0kk8E83RXjPfQ2/eSYRioVCqUl5fzhEaNRgOJRGIlSObm5nIOJgCgpqaG82TIMIxfnz1nqW5sQ5NKiz6xYdzqhHn9p763i/utlBqsri3vtekAAINeB4NQmLzGEig2/B+3qX2+Gqg5A9nONyA9+ycv66gkKdQ6IEzJFz51d68F0/cqwMAABi0kjMSqg9RCBgRAu/vqmSVs4+v7kJKSgpSUFBgMBtHVLH8TGhrKqVjZU6mSy+Vc7DR/Pcs6nc5mPY8cOYKxY8eyG3evhfTvD2EY/g9Ab2D/OtBqtWz4EABNFtEtdDPeAmPn+kJCQpCSkoKioiKb+QDWQZFWq4XRR61+7AMw6A3AMzkAGEARCsmZdEiaymDoNQEwy2sPfb8pkBUfBAAwh1dAN/5JyN/pCyh7cKq+urMZYEbeyR0jOfELEBQOZvBMB8/iJHXnoTC3oT/7l8OHap/MhKRgF1tfDz1j1P8GBoF2H5xVIW1tbcWoUaPw4IMP4h//EPfxsGHDBhw8eBApKSlW++bOnYvff/8da9asQWxsLObPn4/rr78emZmZdjVBVq5c6VR9HcUpwdIyeGZnCdhsTk1NDfR6vZV9WmJiIufS25KlS5filVdesUrftm2b2/Fe3EHVwOAys+3Uw68jXW9SM/z1VDPKG9vw8LhEvKBjhcnnFD/jt/TrfFzTzkFGRoZXyy8vL0dra6tVenFxMRQKBfLzrWOhnTx5EqGhoWhvb0dpaSmXXlZWFhhBpx1AzwDPbGuBrrkG/xkfyr1n76zZiqQQBo0aCQBTB7hzKxv8+4lhEnx5Wor7BhmQnp5u8xyX573BTbJU9xiGfX92CJNhdyGp32CEaGtRED8dYBjcdHS2oMPDTadagVMmITS8vQRXW+SxVw9f4+1nlnAMug/CcF5MHcBfbajRaOwKc/yxwVBg30kAJ3l5tFotjPoMUcH8SatN56VAgWN9h9B3wJyBAwdy9RkVOxl9andhu+oitAn2TSlAR/pNDp0dyDlfjlEdvyVNJdC8OxwKbRugbePytG95A9tLIgAAoepKTMtlnRL9OfxjjCr5FikNh5GR9i7aghywd3SAaSfnOSwYm3Mq6Vac3XcSQBxQvtUjdTGH3vvAIFDug9EEoLm5maeZJhYTfObMmZg50/ZkTGlpKebMmYPNmzfjuuv4Y/fGxkasWLEC33//Pa65hlXDX716NXr37o2tW7dixowZQkV6nc6rT+cmlqpyDMOIqs8tWrQI8+bN47ZLS0uRlpaGqVOnomfPnl6tp21mAW+8zm31lZSj56xZAIC9+bVYnT0ECAJ2HhtlPm7HrI48BItWq0VGRgamTZvmUHxGV8jKyhJ00GBk7NixnN2lJRdddBFOnjyJfv368fL7Gp3egFs/P4hTFc1Y9/h4jOjpmIrEoJe2QBYWBWlQGPpcOhbThsVh2U9b8V2e9WzasZeuRqiS7ZZmAZhr473k0LRCZtgMHGO1JaKe2olZUvOy2efduParva4G0GugWMbO/jE9EqG/5WvMSp1gVTSzdDEkHSFGmJCYgHl3fPHMEvah++A+/m5DtVqNkydP2szjSH/b2tqKc+ycGPpHm/os7X9KMUtuPagU4/z581a2liNGjEBBQQHi4uL4atDMTOj0akyW2/ema2i8GtLz2+3mS7v7NeBtk6OhMI21zWKP8HDclH2/VfqM9g2QNhwGAEzLXQDd/ZvAmKvWuoK2HYrsGoezMz0SoXviCMDoMVDZAwPdO7twlei9DwgC7T4YJ/8tTQJffvllLFmyxOnyDAYD7rvvPvz73/8WNBnIzMyEVqvF9OnTubSUlBQMHz4c+/bt6xyCpURibbsUyE4EhIiLi4NMJrNanayqqhL1smk522CciZDL5QHxMBupZ3pg97sPQnnZY5i5y+T1bLLsGC9fINU5kFAoFB5vG71ej+PHj9u1iZTJZIiMjBRc0Txz5ozV8f64h2syL+BUBasGfv/KTOS8Yr/TKq4zzXJL5AqUNWlQrzIICpUAEBkWIpguyrE1rIdXI/HDoAhyIGSBQsHaR+nUkMiDxDvCxbWc233J1MUB9+5445klnIfug/v4qw0ZhrHqX5VKJc+Jj0wms6shYm7XJJFIgJj+wI3LoQjp4VR9kpKSeOGZjA6HxG1RHYw3ec+vQGsVtCHxSN/0B246+oB1nnvXQhEaCUz6D7DrLdGiJDXCIVCk5/irgvLvOlZYQmOBB/8Ctr0C3PBf55z/HPlSfF/vy4DiA8Azx9j4m6c3QTLxaSgU7oetcQR67wODQLkPxn4kNzeXt+gktFrpCG+99Rbkcjmefvppwf0VFRVQKpVWzhxtaWD6AqdVYc09CFl6DzK3QwxUlEolxo0bh4yMDNxyiylwbkZGBm66yVFlkcDh/K1/ov86dik9WtKCm9S/A7t+93OtCCOVlZUO2ULp9XqH9fPN3fT7kpc25HC/W9Q6vJl+Cs/Psg6/cbykATd+/DcAYMXsi3n73tl8xip8iJGoUAc+DH89Dxz4BJh7AohK5QuVADDhCftlmOPISsLMd4CzfwIjbneubIIgOiUjRoxAZmYmt11UVGS331Wr1cDNnwFZ3wL/+hSIt+FIxgZeGyDL5EBESoedocWCwOh7gdo8oN8kdvuiW2wKlk7TVgt8cgn7u64AeELYn4UVLVXA5udN2w9nACummbYvfxoYutm0nehfR1AEAbCe7yMiItwqIzMzE//973+RlZXl9AKeLQ1MX+CUkZalByFL70EJCQm4/35r9YhAY968efj666/xzTff4NSpU3j22WdRVFSExx9/3N9Vc5rewy7BLwnz/V0NQgRb7urNZ6DPnz/PTcyYq7wKERsb65G6OYNKa+0x58vd51HdzJ9MMhgYTqgEgIe/PeLwOeZPG8x6/6srAHYuA/Yt57vIXxLJCpUA8NFY4PQmfgG3fwuM9UL/M/4x4L71QJBzKw8EQQQ+lgOw0aNHA2Ad5BgxhiOxS2IaMPMtl4VKgHXiY8RrYVgkEugndoTpuOd/wM2fAA9vAWQdQm1UH/fKv/wZ8X1VttWOeeRZ2M4xFpO0g/yj6kcQ3mbPnj2oqqpCamoq5HI55HI5Lly4gPnz53OTXElJSdBoNKiv54dGs6WB6QucWrH0lgchX/PPf/4TtbW1ePXVV1FeXo7hw4cjPT0dffq42Zn6CUbi/RhghGu0t7cLpqelpSE4OJgLRmuu+iQ2mAgNDcXgwa4PWNzhRGmjYLqlwDl0sePe+iy5Z3wf4Oe7gTNmTii2vMiqrFo6CjNogTV3m7YXFgHBzrvFJgiCMDJ48GCu/3V3xcFVzAVdb8b3NEx5AbLpS4R3Ki1CQi3p6P+rTgOfdthMDr+NXaEt2A38YObR8pYvgVH/BP7+r/jJv7+VFWjtOaAr2M3fbm8w/Z79O7sKSxBdkPvuu49zyGNkxowZuO+++/Dggw8CYNXkFQoFMjIycMcddwBgnUTm5OTg7bff9nmdjXTbt/KJJ57AE084qTYXoOj1geFqmbDNqFGjcOzYMcTFxXGz0s64p05OTvZJIHEjBgOD7OIG/OMzcbUlg4XAp9E5HgLhk7tG4fJBCfgzpwJXDY6HdP2jfKHSyIV9PI+EgpBQSRCEC5h7tw8OFrfNKysrE3T3D/BjE6emprpdp4EDB6KkpMRvZg88+k82/U4YCizIA9TNQOwANm3QNcBt3wD/ewi4cgErVALACxVAbT4gD2ZjDGcsBvZ9xO47tw3Y+x5w1b9tn7twr+n3ohI2tnDv8UDfK4B+V3nsEgnCH7S0tPC8QBcUFODo0aOIiYlBamqqlXaaQqFAUlIShgwZAgCIjIzEww8/jPnz5yM2NhYxMTFYsGABRowYYSWU+pJuK1h2JcIkGsH0hpBUBOubEaypF9xP+I6YmBjI5XLOEYMtIiMjkZaWZhWou7W1lRd83Nv0f17YPf6+hVdj4jLWu6DBTK4UCz9UuOw69F24ySp9eloiFAoF7rq0YyB24lfhipRmAVteEK/oM8fE9xEEQdjAfLLO0olPUFAQZ6JgjD8sJDjm5eVxvz0RBsrVwOReIdbCr2qPBPbPnOH/APpeCYTFm9IUIUDSCNP2pY+aBEsAKDpo/9xNHQ6RwpOBoI5Qag9vcbzuBBHAHDlyBFOmTOG2jdEnZs+ejVWrVjlUxgcffAC5XI477rgD7e3tmDp1KlatWuXTRQhLSLDsAjAplwDV1ulR848AMiXwSpTP69Rd0Gg0KCkpQa9evaBSqRAWFsZ7oYODg6FSqZy2iwwJCYFCoeAF/m1ubvZYve1RUGPtnRYADr9wDeLDgxAZokBju5a3YlllZm95+7he+DWzBJOHsAONfnFhvDL/PdLOSu2I202Cpi2hcsDVQHRf22URBEGIIJPJMGDAAEGv90lJSbxYnNXV1XZXJDubp3xRHkgHjv8MXP2SY/kthU1LolKBRaXA0g5vmaWZrImDWHs1lZl+j3vQsToQRCdi8uTJohPyQhQWFlqlBQcHY/ny5Vi+fLkHa+YeJFh2ASRSKZr/7wTw7XUIbzML9Gzm8VKrZ9CkZqAOiYewMk/Xp6GhASUlJejXrx/nydhVCgsLERYWxgXWNjeelkqlGDFiBG/2W2wWOz4+HtXVplmBoUOHcr/NhUrAt057/rvV2p38zaNTEB/OPlPSjrGAeaf40KrD3O93bh+Fd24fxW2vfmQ83t18BnddmoreUUoc2r2NX7jBzFbz2VwgsiegagLyNsOKe9ayM+HtdUCcf2xOCYLoOohpgggJiWq12mb4gC4jWPa9nP3zJEE9gJSxQFkW23+/EgW8WA3IO0KmtNYAu98F+k8CfrrTdJy5Oi5BEAENCZZdhOCYZCieO8HF3LPkTK0Bah0g02q6rWB57tw5AEB+fj5GjRplJ7c4NTU1qK2tFfUUaDAYcOzYMYwZMwYqlQqA+GAjNTUVUVFRaGpqQkpKik01qvj4eNF9nubIBZOgfGLJdORVtWBM7yigtRZoKIQMrEBpVIVtVmlxsqxJoCSWnlufxAfBIUC/T6wEZgDAx2ZhSRQdXhGFhMoXKgFjjLJw/3k9Iwiie5KTk8OZNBgMBmRnZ/P2dxnB0luUZfG3z20HhlzL/n6nw27z4Gf8PKnjvV8vgiA8gvvGAERAUpj2f6aNFypRNZA1qG9WOe4spqui0+mQmZmJzMxMKyHn3LlzvEDXQlRWVjp0HvMBhy0nPREREejVq5dNodIR20xXqGxS4ZMd+ahrNdnpMgyDknqTN9vwYAXGpkZD0lQGvNMf+OpqPMn8BADQd0iWj682xXzbsWAy/yR1BUDOWiB7NVB+nEuWHP0BqDgBaNqAuvOm/MFR1hVd0sj++SjwNUEQhOAkmBk5OTlWaZ6wsezSpN3M39axk68486dw/pcbvFkbgiA8DK1YdjEKRzwDedlh9Ln1VVOiIhjtfa5G5OmfIYXjXjs7I2q1GufPn0fv3r3Ro4f9uIPnzp3DgAHsLGl9fT0Xd7JXr16ixxhXIZ0hPDzc6WNSUlJQVlaGnj17On2sIzAMg/Fvsiqp72w+Y/+A727kfj7IrMcruB31HQLp3/mm1dt+cWZqxnod8NFo0/b5nUDcMPSu3QN59lfW57jxY5ML+sd2AX8tBKa+7OglEQRBeAxzb69CCAmetGJphxv+C/S+FNj8PLtdfBCI6s1XfTWyIE/cBpMgiICEpta6GH3/8Sp6PfUnJEabhQ6kHfZ+UssAw12MnJwctLW14cyZM6IxJM0x5mEYBgUFBTbzXrhwAZmZmQgNDbWZTwhXZrGTk5Mxbtw4JCUlOX2sI3y157zdPF/cZ7ZSWpvP21cYfDfu+Xo/8qssnAppWoF3BrJxzMotPLbKg4DaPIwtEhAqAWDsfabfKaOBh/4C+kywW0+CIAhPI+ZY4+TJk7zYw+aQYGmHkChgwpOm7QOfAl9dbZ1v9L32HQIRBBFw0IplN0EqZT2Viq1YvrjhBFYfKMLyu8bghlFdwwozNzfXYRVSo0t5W9TU1AAA2trsxFS0wBVB1Nto9QZUNtm+5vBgOWZc1CHUNpYK5ukpqcU175uCWH953zjgzY7nJ2Ox9QF/PgeFSzUmCILwLWLCo0qlwpkzwloeJFh6iJs/8XcNCIJwAVqx7CZIOgRLucRasDxf3YKNB07hZfm3eO2n7b6umtdpbW21crBgxDgjbc+u0hHGjRuHcePG8eKPpaWlYdiwYW6X7UlUWj3GvpaBFXutV2gLl12HvxdejUv7xeCXf3WsFJ7dAnyQJliWxGKiYnr1KtcrNuJ2148lCILwMH369OF+2zKtSEgwrayRYOkgkxaK74uyHdKFIIjAhVYsuwnG2IoyMPjzRDkOFdbhmamDEBWqxE97TuJ48KMAgAflmwHc68eaepaGhgbOG6wQDMOgvLxcMN3VAUK/fv1QXl6OmJgYhISEuFSGNzlcWGflxOn0a9dCKWPnmXpGhbBC5U93A2c22SxLCgtVsZ1LXa/Yde+5fixBEISHiYuLQ0hICBeP+PTp04L5kpOTUVVVBcC+wx+igymLgAlPAC3VwKnfgMPfAI/tAJpKKYwUQXRiaMWyG5CZmcmtWCqlevT45TZcfegxXP3qWgBA2rmvefkrm5x3ThMIZGZmWqXZEiqNCAmWzc3NAjnFGTRoEPdbJpOhV69eAakCC4DnARYAxveLQbBCBqnUTJBWNQoLlUOvB5Y0opXpiGdpJlieWDJd+IT/t08wWfdgBvDYTmDsbOChLUCwcKgcgiAIfxEWFgaZTIawsDDExcVZ7R80aBA3cQsASqXSKg8hQnAkEDcQuHI+MO8ka1OZMgZQuhdnmiAI/0Erlt0Emcx0q6+UsS7Ss2SPo7LpFiibCgHTdxHj39yKwmXX+7iG7lFfX28/kxlSqRQGg7gjo/LyckRERHDbtvIC4OUNFMoa2vHjwSLcN6EPEiNMYTrKG/kTBz//S8A5zs5lwoXe+QMAIDg4BFCr8dsTExDeK41d3VU1Ch+TeJFgMpMyBlAogBvH2L8YgiAIP2MuQBqx7PsVCrIiJwii+0KCZTdB0iFYtlto6Sz8cR9Wyg7x0n4PeRVA5xIsnbGR7NGjB3r06IGKigrRPJZOG8rKyqzypKamor29HTExMY5X1EcwDIOJy1h72TWHi3HkxWu4faVmMSrz35gpXIC5N1d5CBCRDDy8lUsyDrAigmQmd/AbnjAd83IDUH4USOiwzZwwB9j/Mbd708gvILK+SRAEEZDYMo8YMmQI9Ho95HIaVhEE0X2hHrALoNfrkZWVBblcjqioKCQnJ1upYco6VGGjQ/gfxi8q/2lV3gjGgZiGAYZOp7OfqYNevXrhwoULTpVfWVkpeM7U1MB0MrDrbDX3u6aF7/31Qh3r1fbF64ZB3lQMHPkGGP84Kzxymf5m/ytCgResVYUh6dCiN4av0euA03+Y7ZewKk1Gpi4G+kwE+l4BrSwUuvR0l6+NIAjCH9jyHu5I3GSCIIiuDgmWXYCGhgb07NmT+93Q0GAVZkPascIUZKHJc1TfD5dKWUGyPiQV0e1F2Bd3GyZ6v9oexVFHOwqFAmFhYYIxLhUKBeRyucPOFxITE52qoy/R6Eyqu9PTTPVUafXY3SF0yiQM8N+R7I6/PxQuSCsSWsVSsPxjrmnfnT9Z55cHAUOv6yiTnFsQBNH5cCQ2MkEQRHeGnPd0AezZdCgUCsg61HN0FqaCRqESAPITWbVIib7zDfz1ej1vW0zosyWAxsbGIioqitsWc+AzcuRIjBo1ClJp4L4+j31vcmS0Jde02lrWYBoYtW5+w35BE58STte0sv8LOmJYZn9v2jd0lsP1JAiC6CyoVJ3TsR1BEISvoBXLLoA9AUer1ULaoQpb08agT5RApoHTAIYVUCWGzidYmhMREYGYmBhB9VWNhvWIGh0dbeXwJzExEQzDoLqaXdE7e/Ysxo0bx8W6NBLozhk0lrMHAPou3IQeQXK0qFmV4TGSPNwWdhSwN0665hWRk3TYoG5eBPS+1PXKEgRBEARBEF2CwF1yIdyisbERDMOgrY1VZTSGGxHl3v9BImfdpEs7uWA5YMAAhISE8FYfLenTpw9SUlIQFBTEpclkMiuhkWEYq9XQQGfwi38KphuFygTUY33Qy0hSCYRiWdLIhgCRKYF71wL2nhsA+Hqq6fe1It5kCYIguhixsbH+rgJBEERAQYJlF0DIcU1+fj7y8vKcswmRsYJlZ1+xlEqlkEgkGDBggGgemUyG5ORkDBs2DBEREUhOTubSzcnKyuJWOTsDOr3tsCgAMEJ63jrx+TJgcccKbsoY4KVqYOA11vnsMf5x548hCILoBFjGqAwODhbJSRAE0T0hwbKT09bWhpqaGsF9zc3NKCws5KX1EIrdPPMdAIBE1hH0vpMLlubYWrUEWEFy4MCBCAtjAzJLJBKr8CGnTp3yVvU8zuoDJm+34WjDLdI9CAN/ciFGYmE7Ouk/bEBqT9iMOuhEiSAIorPRu3dv3rZQXEuCIIjuDAmWnZzTp087lV8hk6BGbuHYZvxjAACpnFUD7UqCZf/+/ZGWlsZtO2If2a9fP29WySvo9AYU1bYhp6ypI4XBieBH8IHyM3ys+IiXd0RYk2lj8iJgyvPOn1Ap4Fp/fucLU0MQBOEoUVFRGDhwIOLi4hAWFkaqsARBEBaQ855uRn07g0blQMTpWMc2elkIjHOuUjm7YiljOpdgab5i26dPH94+iUSCkJAQbjsiIsJn9fIl//dDFjLMvL8+1qcC6NicIjuGl69Nwyu/5+L7hy/FlbnpQDaA+KHA5IWunXBeLtBSBUT1AeRCy+AEQRBdj8jISERGRvq7GgRBEAEJrVh2YpqamuxnEqBXXCQw820wEhlkd5rCRBid9+h14kGgA5ELF0zqn2IechMSEiCVSq0ETzE6m+2MuVAJABNSzFS0kkbgwcv7oXDZdbhyUDyQvZpNv+QR108YHAnEDSKhkiAIgiAIggDQxQTLvn37QiKR8P4WLuSvyBQVFeGGG25AWFgY4uLi8PTTT3cq5yzmFBcXc7/79OmD5ORkhIWF8VQ/jSgUCugnPg1dRG/E3/oWMP5fkDxfCgyaxuWRKlghgdFpcKrcNaHV34jFqezduzfGjBljM46lOYMHDxZMt+UQKJCYkj3XtFGZa/rdUm36XdV5bEcJgiAIgiCIwKZLCZYA8Oqrr6K8vJz7e/HFF7l9er0e1113HVpbW7F3716sWbMGa9euxfz58/1YY9dJSUnhfre3tyMlJQVDhw7lqX4aGTBgAGQj/gHF3T8AUalsooKfr7iR9S47TJ+HqYtWIDMzE2p151q99JSKkkKhwOjRo3lpffv2tesMyNvkVzVj2Z+nUd8qPhmigIWXYEYPLB8HXNgHnN9pSj/+s3cqSRAEQRAEQXQ7upyNZXh4OJKSkgT3bdmyBbm5uSguLuaEsvfeew8PPPAA3njjjU5nf2cu5PTs2ZO3LyUlBWVlZQBYodK4UieXi99yXTvrLTS32oAPFZ8CuAo5OTkYN26cx+p8vKQBWr0B4/rE2M/sAOYxJuPj40VVYV1BJpNBJpNBr9cjLi4uIBw1XPP+bgDA57vO4cSS6QgPtnZGlBd8v/WBtfnAypn8tJlve6OKBEEQBEEQRDekywmWb731Fl577TX07t0bt99+O/79739zsaf279+P4cOH81b6ZsyYAbVajczMTEyZMkWwTLVazVu5a25mBTCdTget1r+ObkaMGIHy8nLodDqemmdcXByqqqoQGhqKsLAwtLe3c/Euxeo8LSSP+z1AUm43v7OUNbTjxo//BgAce+lqhCrde/za29tRW1vL1TM+Pt6luhqPETp20KBBaGxsRGxsrN/vtSUjlmxB3mvTeWkvzxwI7HDseO1FtwF+uCZb7U04BrVhYED3wX2oDX0Ltbf7UBsGBoF2H4RiyndHupRg+cwzz2Ds2LGIjo7GoUOHsGjRIhQUFODrr78GAFRUVCAxkR9qIzo6GkqlEhUVFaLlLl26FK+88opV+rZt2xAXF+fZi3ABiUSCjIwM0f25ubnQaDQoKiqCTCZDSUmJYL5IVT9MNtveu3cvANY5TlBQkNv1XFcoBat9zWD9pi2IdqPIpqYmVFVV8dJs3UNHsNWGgQP/lU1PT+elDz/5vsMlpf/5l6cq5RKdo70DG2rDwIDug/tQG/oWam/3oTYMDALlPojFlO9uBLxguWTJEkGhzpzDhw/j4osvxrPPPsuljRw5EtHR0bjtttvw1ltvcWqMQs5bGIax6dRl0aJFmDdvHrddWlqKtLQ0TJ061UoF1ddotVpkZGRg2rRpNmM0qlQq5ObmQiqVWtkO8nhjMffziiuu4O1KS0vjeUstqGnF9P/+jbX/Go+RvaxtG2ta1Jjw1i6EB8uR9cLVkBwrwbd/sOc+PfE8BiS6pnqs0+lw/PhxKwc7Y8eOdak8R9swEHhm/xbe9uRrpiNILkP8/l9wqfQMhkergQ55W/vEYSg+vUSwHN0/VmHW0Fnerq4gnam9AxVqw8CA7oP7UBv6Fmpv96E2DAwC7T6Ulpb6uwoBQcALlnPmzMGdd95pM0/fvn0F0y+77DIAQH5+PmJjY5GUlISDBw/y8tTX10Or1VqtZJoTFBTEW7EzhvmQy+UB8TADrLMZW3UxGAyQy+WQSqUO19nSHrOsrAxDhgyBSqVCTasG0//LqrX+44uDKFx2ndXxE95ihaBmlQ6DXtqCn9L2c/s0LTXYWNmO6DAFrh4q3vaWMAyDEydOWNWtZ8+ebt8Le23oDbbmViI8WI7x/e3bb875McsqraZNj8QIBXYFzUOoRA2c6dgxaDoU0anCBT22E/KUMW7U2jP4o727GtSGgQHdB/ehNvQt1N7uQ20YGATKfbDlw0SI3bt345133kFmZibKy8uxfv163HzzzQBYofnFF19Eeno6zp8/j8jISFxzzTVYtmwZz5xPrVZjwYIF+Omnn9De3o6pU6fi008/Ra9evTx5aU4R8F5h4+LiMHToUJt/YjEHs7OzAQDJyckAgAkTJiAnJwfl5eVcni1btiAoKMijDmoCEeOKrMFgsOnt9a/IO7jfJfVtvH0ajQY6nQ4fr92OS+avRHhLEf5ULsRAibVq7fsZZ6GADuuUi/G4bCMAYOMZU3mfbjmO+b8ew0OrjsBgYBy+jurqajCMdX5POu3xFRuyS/HId0fwzy8PQKMz2Mxb0ajCH8dNz21EMNuB1bVqkHWhnhUqzRkyC1AEA/8pBBaVAEsagbk5wOJ6IACESoIgCIIgiO5Ka2srRo0ahY8//thqX1tbG7KysvDSSy8hKysL69atw9mzZ3HjjTfy8s2dOxfr16/HmjVrsHfvXrS0tOD666/nObb0NQG/Yuko+/fvx4EDBzBlyhRERkbi8OHDePbZZ3HjjTciNZVduZk+fTrS0tJw33334Z133kFdXR0WLFiARx99tNN5hHUWS1VfMW+vca353O+y8nL0ijbFbdRoNNhzMAvvZeQhAi1YpVmK0CYJtkY9B+BfvHI+2paHn5VvYqw0H2Ol+fhVPwmtjCm8yYXyakjRGwZI0KLRAZp25OWxzoNGjhwpOvvU0NAgmK5SqWxef6CRW9aEuT8f5babVFrE9RA3Os2vagHAhhIZJCmBNGYEcsqa0aLW4cGVh1FoObeSNIL9HxJtSovq7aHaEwRBEARBEJY0Nzdzmo2AtdajkZkzZ2LmzJlW6QAbOs/SdnT58uW49NJLUVRUhNTUVDQ2NmLFihX4/vvvcc011wAAVq9ejd69e2Pr1q2YMWOGB6/KcTrfMo8IQUFB+PnnnzF58mSkpaVh8eLFePTRR/HTTz9xeWQyGTZt2oTg4GBcfvnluOOOO3DzzTfj3Xff9WPNfYPBYHtFDGBXA89Wm+Ijbsguxp855fh2XyHe23IGbRod7v5qP6ZIsvGjcikAoKaNAcMw0BsY/POL/fjlSDEAYLQkH+Olp7myMoP/Dx8pTbMy46WnsEX5HL5XLIVez3BCJcA6CxJDTNWgra1NMD1QmfXRHt62Sis+u5RdVI97V7Aq3B8rPkJ60PO4teoTAMCDKw8LH9TrYs9UlCAIgiAIgnCItLQ0REZGcn9Lly71SLmNjY2QSCRcqMHMzExotVpMn26KDpCSkoLhw4dj3759HjmnK3SZFcuxY8fiwIEDdvOlpqbijz/+8EGNAgsh9VGtVstbGSwqKkKQ2VTDhpBXcNmpr9ColUFdW4UdZ6rRV1KB+Yr/8crJZIbi57XHcbCgDgcL6jA9LREbghbDFksU3wEABqIMXx3MR3+FBlGhbFiYxsZG0ePq6+sF0y0d+QQyo17ZYpWm0ooL/rd8auogZsiOAAAekv+FYZIi3KV9kZ85KBJYVOSZihIEQRAEQRAOk5uby3Ps6YmoCiqVCgsXLsTdd9/NaVhWVFRAqVQiOjqalzcxMdHtKAnu0GUES8I2Qqqlx48ft1KHbVOYHlAGwLHgx6BVMDjebMBi7Wy8qvjWqpwz5c34VVOC66QHcJzph9GvZlirZtpg+ZYTaK6twsd3jkVSlPiBQsLxqFGjIJFIOo2NZbNKi8Z265hLtlYsxZggywUsi7rlMxdrRhAEQRAEQbhDeHi4R83rtFot7rzzThgMBnz66ad289uLdOFtOsdonHAbmUxmc79RaOufGM6lGR9LecdTYi5UDoiRQi9jbSbl0OFu2TZ8ovwIe4JMIV8cRQ4DVFoDHvn+iKDwaMRS3XX48OGQy+V2ry2QOF3RzNtWQgspDHj0uyOY/c0hjH0tAzo9f/VyaBJ7T76+X0i91aK9kkd7sLYEQRAEQRCEP9BqtbjjjjtQUFCAjIwMnsCalJQEjUZjpclXVVVlM9KFtyHBkkBDQwP3YAYPnMSlhyhY0dJy5qN3pARRwRI0jX4IADBIXo03FSu4/RuULzl1/nXKlzFawjoN0ulZQUnIGc/p06d5255QL/Alvx8rw+2fm0KurLxzEP4OegoblC+hvLEdu85Wo65Vg735/CC7RmE0RX3OqswU1EIOnSlBGeqdyhMEQRAEQRA+wShU5uXlYevWrYiN5YelGzduHBQKBc/JT3l5OXJycjBx4kRfV5eDVGG7MWFhYaisrERJiVm4kF6X2D0uIYydj+jRdyyQCUQq9DCfoxgttRCA5uYAHw4XLa+vtBKvK1bic9310DOXQQEpTp48ibFjx4ou5w8YMEAwPZB56qds7vddI8IxZcMlgASIlzQhEq1oRA8AgFZvWoU0hnwJQzvSfrvbqsxoSTNazLztQkGCJUEQBEEQRCDT0tKC/HxTJIaCggIcPXoUMTExSElJwW233YasrCz88ccf0Ov1nN1kTEwMlEolIiMj8fDDD2P+/PmIjY1FTEwMFixYgBEjRnBeYv0BrVh2Q4z2iK2trXyh0gbDE6TooQQGxkiBO74HljQiPppdktfbUF8FAIQnA4//bTN+YogCeFz+B3Q6k61hXV0d91uj0fDyG71iBToGA2Ol2goAS/Nu4G2HwBSH0lwd+Iq3dgAAxkrzePk1scMAADGSZjws/9O0Q6Z0u84EQRAEQRCE9zhy5AjGjBmDMWPYsfG8efMwZswYLF68GCUlJdi4cSNKSkowevRoJCcnc3/mHl8/+OAD3Hzzzbjjjjtw+eWXIzQ0FL///rtfTcRoxbIbERUVhYaGBoSGhqKlpcWpY4PkEgyJkwEv1QIy9rGJDQYaAKh0tg6MYPMnDQce2wksiRTMZpSldDotAFbFtbCwkFv633+qGPtPVoAB8NH2fLz5aAwevLyfU9fgKxiGgUZvwPqsUixcdwIAkP3SNIzrE43MC/UoDLZeeQyWaDhzSYOFnB6PBnyvXGZKuOxJKAt3AwC+H3MGOLnetM+PBtsEQRAEQRCEfSZPnmzTr4itfUaCg4OxfPlyLF++3JNVcwsSLLsRAwYMgFarRVtbG2/53Yp/fA3kbwMefg8IjgDUzUDOOmDo9ZxQCQDSmP4AAK0eaFIziAgSEGqePMTfjugFNImvkup1fClVp9NBLpfjzg9MIWKU8X3xyu+5uHVML+SUNWJC/1hIpb4TqFrUOpytbMbY1GirfWqdHkNe/Msqfd+5WmReqEckhAX6YDP3rpadyeHgJ/iZr33TJKCbC5UEQRAEQRAE4SdIFbaboVAo7LtBjhsEXPY4K1QCQFA4MG42EMY3HG5GGPc7r9Za3bOVCQIikvmJ4x9j/w+eKXhqvY6v8pqTkwONjl+2pEO4HfXqFtzz9UH0fz7d9vV4EIZhMPzlzbj1031Yc8g6XuS8X44JHrcuixWm06QXBPf/+OAoXNY3EsFQcyuWe/KqrTNebcMxUmRv25UnCIIgCIIgCC9BgmU3xFPxbWLj4tA4+FbR/SHQWCdOeAp4ZBtw+ypesnGNLjw8nJeu1+sx+MU/0UtSjfGSUxgoKcHpoNkYJbGx4upFfj5czP3+/sAF9F24Ccu35aHvwk3ou3ATNh0vFzxu2+kqvCz/Fj8p3zAljn+c+xnz40ysqbgOp4MfhFRdj9KGdty3gl3tPWPoxWa6cj5w1QLxyt30sesXRhAEQRAEQRBuQIIlAQBITU3lCZyOeF0NDg6GNnWS6H6pREA/XCoFel0MKIIBZbjV7uiIMM7oeH1WCW77fB8MGhU+V3yIlxSr8VvCFwiWaPFb0GLecTUtaquyvIHRZhIATpY1AQDeyzgrmn9AvGlV90H5ZtOO8Y8DM98SPCak7ACWbDzJbQ+RdqgOD5puu3L9xO8FQRAEQRAEQXgTEiwJAEB8fDz69OnDbTvqdXXQoIEAgB6uOCN9dDv302hWaNBrMXLkSADAir8LodIawNQVcvmig02H/59sIwqD78ZV0mN42UwQ8xZ6S686Iozsxdo/fn7PWGxrvgnHgx4BwEDPmK0UiwiVALD6YAkycisBAHFoNO1Qhokc0QE57iEIgiAIgiD8BAmWBHr1YlUto6OjER4ejp49ezp8rDKEFXYclLn4xA8GFtcBI+/kkvRaHaRSKSrbTNk2KF/mfpuvqv5HsQYA8J3yLVzcx9qRjqfZdIJVc+0lqcLDsnSYFHhNnHtjJjbWXIfC4Ltx7dqhAIAISRsukZyBzLiCO+k/Ns8jhcmm9En5BtOORLNYoLZsLQmCIAiCIAjCx5BX2G5Kr169uBiWiYmJANj4loMHD3aqnJCQHgDEBUuDwYDs7GyEhoZi2LBh1hmkMuDWL9CU8RuC0QLotahsUmF9ngZ3SrfjXvk2h+rhixmSj7fnQQY99gbNBQAoocNn+hu5/S/MGgbZvg8Fj42XNJg2olJNv/teCRTu4eWVmAms18oOm+0wW5G84ln22PJjwMl1wO3fOns5BEEQBEEQBOExSLDspiQmJkIqlUKpdEWH1URwqGnF0jD6XkiPrjbtTJ2Ao0ePAgDa2tpQXFwMnU6HPn36QCrli4L6DtHQYNBh/JvbwDAGrHNQqASAQee/BS5f4ta12ONsZQuela/jtq+SHse/5T/jed3DWKb4Gtgufuynyo9MGyNuN/2+dy1wZCVw7EdWSAQgNRMskyV17I/+U/gFSmVA6nj2z+hplyAIgiAIgiD8BKnCdmPi4+MRGRnpVhnSIJNgKb3iWf7OBzbxYjJWVVWhrq4OBQUFVuUYOh7FfefYEBvDBcJyjE4Sf1xzz5xGi1onut9TPCM3xY2cIMuFVMKwQqUzyIP4vy97HPjXbhwwsCu6UjD4e+HVKHzELF9TqTvVJgiCIAiCIAivQoIl4RbSoDBg/GNgLn4IiDY5/8HMtwGpDDExMVbHNDQ0WKUZVyz/OlaMy6S52BT0AmJDzVQ/h14H2cJCaMc8IFiPQiYJw1/eDJVW787l2EQBJwXXgdOA5NH8tGvFnfYYOpz7SGFAT9QAq/9h2nnvWufOTRAEQRAEQRA+hFRhCbeQSCTA6HtgkEgAmQIYNAOozUPLsDuh1GgcVrU1SFjBUgYD1ijfZMs27gyNRY/rXgVCY6CISOIddyBsKi5r3QZlh9D30bY8PHftUI9cmyUPyv60n+mFSjaUipElFivCfSaKHmoUruMljcBqi/ig5naZBEEQBEEQBBFg0Iol4RZGW0mGYVi113t+QdvDe3EmLx8nTpyAXO7Y3IWqYzHwk6DlXFpNW4ca7X3rMHAgG9YEOpXpoKeP4rKIGgDAw/J0AECQXObG1Yij0RnwhHyj7UyXPMoXKoVIHmn3XIsV3wM14rExCYIgCIIgCCLQIMGScAtzJzxGe8qW1lYuzeh51h66DjXQWDTxd3SokspkHQLjxQ+y/9NuAmL6cQ5vekpqsVrxBr7ee97ZS3CIdo0eUZJW8QyyIOC6d20XsqTR5u4rZTnCOyY/b6d2BEEQBEEQBOFfSBWWcAtzwdJgMFh5exUiPDyct80wDKcGqtEDIQqzndNf4x8c3Rd4vhxQhFiVe4XsJPqpzwCY4Wj1HWb/+VpcK7Rj/hkgKAJQhgofOOwG4NTvbL1dZbLtuJcEQRAEQRAE4W9oxZLwGBcuWHtyFaK5uZn7XVdXh7q6OvSTVAIAZGZP5Jh3zwHBEYiNjeUXoAw1xXSce4K3617ZVucr7gDPrMkW3tEjUVyoBICbPwdu+hR4dIdrJ37E8ZArBEEQBEEQBOEvaMWS8BgNDQ2orKyEwWBwKH9ra6tV6JEQ4xN56WOQRiRi3LhE24VYOLWpQDQAoLiuDYcK6jBpSDziegQJHekUap3e9LZMmAPs/5j9LZGIHgMACOoBjLnH+RO+VMM6QyIIgiAIgiCITgAJloRHKSkpQUJCgt18DMMIrnDKpBIgpj8wY6njJ73oFuAkG1/yafkGVDerceXbphXC069di2CFe059lOahRq54FpBIgcGeV7nlIKGSIAiCIAiC6ESQKizhMyIiIrjfhYWFaG9vF8745GFA5sScxz++4W1e8gZfHbahTet4WSL0gFldQ6JZ28++V7hdLkEQBEEQBEF0BTqNYPnGG29g4sSJCA0NRVRUlGCeoqIi3HDDDQgLC0NcXByefvppaDQaXp4TJ05g0qRJCAkJQc+ePfHqq69y3kwJzyCkCjt69GgMGjSI266rqxMvwBmhEgDsOAw6VtLgcFEfbcvD/zKtPdneINtvdj7vhDRBz3Hs/2mveqd8giAIgiAIgvASnUYVVqPR4Pbbb8eECROwYsUKq/16vR7XXXcd4uPjsXfvXtTW1mL27NlgGAbLl7OxEZuamjBt2jRMmTIFhw8fxtmzZ/HAAw8gLCwM8+fP9/UldRlGjBiBEydMTnTMnfMAQGxsrClciD2SRnikTiMl53Cz7G98r5+GhWuPY8ZFSXaPOVnWhPcz2PiRt43rxaWrtHq8ovjWI/Wyyf2/AaVZtBJKEARBEARBdDo6jWD5yiuvAABWrVoluH/Lli3Izc1FcXExUlJSAADvvfceHnjgAbzxxhuIiIjADz/8AJVKhVWrViEoKAjDhw/H2bNn8f7772PevHmQ2HPEQgiiVCp525ZCZGoq38GOIFfOR+/874CbP3O7PpdITuPXIHbV7yH5X5gZ+gte3HACqw8UYfH1aXjoin6Cxx0qrOdt6w0MBjyfDgAoDHa7WvYJCgf6T/LBiQiCIAiCIAjCs3QawdIe+/fvx/DhwzmhEgBmzJgBtVqNzMxMTJkyBfv378ekSZMQFBTEy7No0SIUFhaiXz9hgUOtVkOtVnPbxhU5nU4HrdZ9+z13MJ7f3/XQ6UzObYKCgtDU1MRt6/V66PV6q3w8Bs+CZMaT0EZHAy5ci7mrG6NQaaS+phKra9jzvvpHLu4b34u339h2e/KquTSNRoMnfzomeC5/t3VnJ1Ce2c4MtWFgQPfBfagNfQu1t/tQGwYGgXYfRMe33YwuI1hWVFQgMZEfmiI6OhpKpRIVFRVcnr59+/LyGI+pqKgQFSyXLl3KrZias23bNsTFxXmg9u6TkZHh1/Pn5+dzvyMjI9HY2MhtG9vfMp8lubm5iImJcen8N9nYd6n0NDYaLue209PTUdQC7KmQ4vpUAyKVgEYP7MmvQw+0QQMFXlj5FzIKhNV309PTXaojwcffz2xXgNowMKD74D7Uhr6F2tt9qA0Dg0C5DzU1Nf6uQkDgV8FyyZIlggKbOYcPH8bFF1/sUHlCqqwMw/DSLfMYHffYUoNdtGgR5s2bx22XlpYiLS0NU6dORc+ePR2qm7fQarXIyMjAtGnToFD4L0RFVlYW9zssLAytra0AgKSkJN4qsnk+S0aOHAm53LVHUn8yHDJNs+C+lxSrsVFtEixnzZqFQS9tAQD0iEnEXRen4JkfjiEcbTgR/AiqmChcWvCp8HmumI9Zk2a5VEeCJVCe2c4MtWFgQPfBfagNfQu1t/tQGwYGgXYfSktL/V2FgMCvguWcOXNw55132sxjucIoRlJSEg4ePMhLq6+vh1ar5VYlk5KSeKtnAFBVVQUAVqud5gQFBfHUZ41qnnK5PCAeZgBQKBR+rcvIkSORm5sLgFUdNgqIffr04eVLSkoSndUJDg523c41KhWoOim4q4UJxu2ynXhH8SVuUr8KheI6bt++87XYfoZVgR0rzQMAJEgauP0RaMEIaQG3Lbv8KcgC5J53dvz9zHYFqA0DA7oP7kNt6Fuovd2H2jAwCJT74OrCSFfDr60QFxfnMVXSCRMm4I033kB5eTmSk5MBsA59goKCMG7cOC7P888/D41Gwzmc2bJlC1JSUhwWYAlhQkJCHMrXp08f9OnTB5mZmVb73HKe1CNBVLDsJ63EO9IvAQC/BS3GkcL7uH0qrSk0ynXSA7zjUlCDfcFP8wsLiXa9jgRBEARBEATRRek0cSyLiopw9OhRFBUVQa/X4+jRozh69ChaWloAANOnT0daWhruu+8+ZGdnY9u2bViwYAEeffRRREREAADuvvtuBAUF4YEHHkBOTg7Wr1+PN998kzzC+pGYmBiMGDECI0eOdK+gSL5KcnHIUNGst32+H1FoxkzpQShhMvq+SFrI/Y5Gk7VQSRAEQRAEQRCEIJ1GsFy8eDHGjBmDl19+GS0tLRgzZgzGjBmDI0eOAGBDXGzatAnBwcG4/PLLcccdd+Dmm2/Gu+++y5URGRmJjIwMlJSU4OKLL8YTTzyBefPm8ewnCd/CMAyUSqX7agzX/5e32aKItZn9B+Wb+Ez5XzwlX48ItOJ1+QpcJL3A7d8etMC9+hAEQRAEQRCEALt378YNN9yAlJQUSCQSbNiwgbefYRgsWbIEKSkpCAkJweTJk3HyJF8zT61W46mnnkJcXBzCwsJw4403oqSkxIdXYU2nESxXrVoFhmGs/iZPnszlSU1NxR9//IG2tjbU1tZi+fLlPNtIABgxYgR2794NlUqF8vJyvPzyy7Ra6SF69eplP1MHRu+vtmxbnUImBx7eym2mJsQAcYNFsxuFyFtke3E8+FHcK9/G2x8tafFMvQiCIAiCIAjCjNbWVowaNQoff/yx4P63334b77//Pj7++GMcPnwYSUlJmDZtGhfyEADmzp2L9evXY82aNdi7dy9aWlpw/fXXcyH+/AFZmhIeIzo62uGZkn79+iE1NRUymXBID5fofQn3MyysBzD+TeCH26yyJaCe+91L4oR76MuedKt6BEEQBEEQBDFz5kzMnDlTcB/DMPjwww/xwgsv4NZbbwUAfPvtt0hMTMSPP/6If/3rX2hsbMSKFSvw/fff45prrgEArF69Gr1798bWrVsxY8YMn12LOZ1mxZLoenhUqLQqXAEMuBq46FYgdQJv10dK4dkhQaa9avp9+TMeqhxBEARBEATR1WhubkZTUxP3p1arnS6joKAAFRUVmD59OpcWFBSESZMmYd++fQCAzMxMaLVaXp6UlBQMHz6cy+MPSLAkPIalSrGnPP66RFg8IJUBt68EHvoLmGWytb1MesrxciY+DSxpBF6qBcI9pLZLEARBEARBdDnS0tIQGRnJ/S1dutTpMoyhES3NxRITE7l9FRUVUCqViI6OFs3jD0gVlvAYloJl7969fV+JW74ActYBVzzLT1fYD4ein/gsZD1igS0vmhKN1ySjV4UgCIIgCIIQJzc3Fz17miIVWPp6cQbLcTXDMHb9wjiSx5vQiiXhMSwfZKnUD4/XqDuBe34BgsL56RfdYvdQw5QXgAlzAHkwm/CPFV6oIEEQBEEQBNEVCQ8PR0REBPfnimCZlJQEAFYrj1VVVdwqZlJSEjQaDerr60Xz+AMSLInugTLMsXwSCfBiJfByAzDC2vEPQRAEQRAEQXiLfv36ISkpCRkZGVyaRqPBrl27MHHiRADAuHHjoFAoeHnKy8uRk5PD5fEHpN9HeAzzFUu341L6mMw+j2OkeQKFoCEIgiAIgiC8QEtLC/Lz87ntgoICHD16FDExMUhNTcXcuXPx5ptvYtCgQRg0aBDefPNNhIaG4u677wYAREZG4uGHH8b8+fMRGxuLmJgYLFiwACNGjOC8xPoDEiwJj2EuWJrrlwckLzcAbXXAiV+hHXIDSnYf4QuWBEEQBEEQBOEFjhw5gilTpnDb8+bNAwDMnj0bq1atwnPPPYf29nY88cQTqK+vx/jx47FlyxaEh5tMvT744API5XLccccdaG9vx9SpU7Fq1SrvRl2wAwmWhFcIDQ31dxXEkSrYFcmwWOCyxwGt1t81IgiCIAiCILoJkydPBsMwovslEgmWLFmCJUuWiOYJDg7G8uXLsXz5ci/U0DXIxpLwGOYrlv70SGWXmP7+rgFBEARBEARBdClIsCQ8SnJyMuLj4xEcHOzvqljz4F/AgKnAnT/6uyYEQRAEQRAE0aUgVVjCo6SkpPi7CuL0mQDct87ftSAIgiAIgiCILgetWBIEQRAEQRAEQRBuQYIlQRAEQRAEQRAE4RYkWBIEQRAEQRAEQRBuQYIlQRAEQRAEQRAE4RYkWBIEQRAEQRAEQRBuQYIlQRAEQRAEQRAE4RYkWBIEQRAEQRAEQRBuQXEsXUCj0QAAsrKyUF5e7te66HQ6nD17FgkJCZDL6Xa6ArWhb6H2dh9qw8CA7oP7UBv6Fmpv96E2DAwC7T4Y5QGjjNBd8f+d6ITs3r0bAHDTTTf5uSYEQRAEQRAEQQQCu3fvRv/+/f1dDb9BgqULTJo0CQCwbds2JCcn+7UuOp0Ou3btwqRJkwJixqYzQm3oW6i93YfaMDCg++A+1Ia+hdrbfagNA4NAuw/l5eWYOnUqJyN0V/x/JzohCoUCADB48GD06tXLr3XRarU4f/48hg4dytWLcA5qQ99C7e0+1IaBAd0H96E29C3U3u5DbRgYBNp9CA8PB4CAqIs/6dTOe/r27QuJRGL19+STTwrm37lzp2D+06dP+7jmBEEQBEEQBEEQXYdOvWJ5+PBh6PV6bjsnJwfTpk3D7bffbvO4M2fOICIigtuOj4/3Wh0JgiAIgiAIgiC6Op1asLQUCJctW4YBAwbY1W9OSEhAVFSUF2tGEARBEARBEATRfejUgqU5Go0Gq1evxrx58yCRSGzmHTNmDFQqFdLS0vDiiy9iypQpNvOr1Wqo1Wpuu7m5GQBrOKzVat2vvBsYz+/venRmqA19C7W3+1AbBgZ0H9yH2tC3UHu7D7VhYBBo90Gn0/m7CgGBhGEYxt+V8AS//PIL7r77bhQVFSElJUUwz5kzZ7B7926MGzcOarUa33//PT7//HPs3LkTV111lWjZS5YswSuvvGKV/vXXXyMuLs5j10AQBEEQBEEQROeipqYGjzzyCIqLi/3u2NOfdBnBcsaMGVAqlfj999+dOu6GG26ARCLBxo0bRfNYrliWlpYiLS0NBQUF6Nmzp8t19gRarRYZGRmYNm1at/dE5SrUhr6F2tt9qA0DA7oP7kNt6Fuovd2H2jAwCLT7UFpain79+nV7wbJLqMJeuHABW7duxbp165w+9rLLLsPq1att5gkKCkJQUBC33dTUBACQy+UB8TADrHtjf9SloKYVKVHBCJLLfH5uT+OvNuyuUHu7D7VhYED3wX2oDX0Ltbf7dLY2NBgM0Gg0CA4O9ndVPEqg3IdAiKUZCHTqcCNGVq5ciYSEBFx33XVOH5udnY3k5GQv1Krrs/tsNaa8uxP/+Gyfv6tCEARBEARBiFBQUICTJ09yiyME4Q06vXhtMBiwcuVKzJ4922q2YNGiRSgtLcV3330HAPjwww/Rt29fXHTRRZyzn7Vr12Lt2rX+qHqn55cjxQCAnFLqpAiCIAiCIAKN+vp6NDU1oaGhAQBQXFyMiy66yL+VIrosnV6w3Lp1K4qKivDQQw9Z7SsvL0dRURG3rdFosGDBApSWliIkJAQXXXQRNm3ahFmzZvmyygRBEARBEAThFQwGA3Q6HZRKJc6fP8/bp1Kp/FQrojvQ6QXL6dOnQ8z/0KpVq3jbzz33HJ577jkf1CrwaWzXIkwpg1zmujZ0l/D6RBAEQRAE0YU4fvw49Ho9hg8f7u+qEN2MLmFjSThHVbMKl725DQ+sPOzvqhAEQRAEQRAeRK/XAwDZUxI+hwTLbsiWk5Vo1+qxN7/GvYJoyZIgCIIgCCIgKS8v93cViG5Gp1eFJRxHozPgP2uPI/NCvUfKY0iyJAiCIAiCCEi0Wq1gOsMwkEgkPq4N0R2gFctuxN1fHcD67FIU1bX5uyoEQRAEQRCEH8jKyvJ3FYguCgmW3YgjHlqpNCLiM4kgCIIgCIIgCAGWLl2KSy65BOHh4UhISMDNN9+MM2fO8PIwDIMlS5YgJSUFISEhmDx5Mk6ePMnLo1ar8dRTTyEuLg5hYWG48cYbUVJS4stLsYIES4IgCIIgCILoRohFVCC8z65du/Dkk0/iwIEDyMjIgE6nw/Tp09Ha2srlefvtt/H+++/j448/xuHDh5GUlIRp06ahubmZyzN37lysX78ea9aswd69e9HS0oLrr7+ec97kD8jGknAZ6pMIgiAIgiACB0cFxra2NoSFhXm5NoQQf/31F2975cqVSEhIQGZmJq666iowDIMPP/wQL7zwAm699VYAwLfffovExET8+OOP+Ne//oXGxkasWLEC33//Pa655hoAwOrVq9G7d29s3boVM2bM8Pl1AbRiSbgBOe8hCIIgCIIIHBwVLM1XvgjP0dzcjKamJu5PrVbbPaaxsREAEBMTAwAoKChARUUFpk+fzuUJCgrCpEmTsG/fPgBAZmYmtFotL09KSgqGDx/O5fEHJFgSHkGnN/i7CgRBEARBEN0aRwXL0tJSL9eke5KWlobIyEjub+nSpTbzMwyDefPm4YorrsDw4cMBABUVFQCAxMREXt7ExERuX0VFBZRKJaKjo0Xz+ANShSU8QlZRAy7tF+PvanAcOF+Lg+frMOfqgZBJyaU2QRAEQRBdH1srZBEREWhqavJhbbofubm56NmzJ7cdFBRkM/+cOXNw/Phx7N2712qfZUgYR8LE+DuUDAmWhMuYT4oZAszg8s4vDwAAUqKCcfvFvf1cG8JdGtu0aNfqkRQZ7FY5DMPgXHUr+saGQi4jhQ2CIAiia9DU1ITS0lK0tYmHlEtJSSHB0suEh4cjIiLCobxPPfUUNm7ciN27d6NXr15celJSEgB2VTI5OZlLr6qq4lYxk5KSoNFoUF9fz1u1rKqqwsSJEz1xKS5BIyvCZcxFyUATLI1cqKWYnV2BUa9uwWVLt6G+VeNWOb9mluCa93fh8dUUw4sgCILoOuTl5dkUKseMGYOwsDDeapo/vYd2ZxiGwZw5c7Bu3Tps374d/fr14+3v168fkpKSkJGRwaVpNBrs2rWLExrHjRsHhULBy1NeXo6cnBwSLAn/cePHe1FQw7o3zq9qwY0f70VGbqVDx/JkycCUKwPawVBRbRtu+ngv/jhe5u+qdBryqlrcOv6r3ecBAFtPOfaMEwRBBDpf7T6POz7fj1a1zt9VIQIYqZQd8ms0pgnasjIaf/iDJ598EqtXr8aPP/6I8PBwVFRUoKKiAu3t7QBYFdi5c+fizTffxPr165GTk4MHHngAoaGhuPvuuwEAkZGRePjhhzF//nxs27YN2dnZuPfeezFixAjOS6w/IMGym3O8pBHzfzkKAJj7czaOlzTi0e+OOF2OwQn5TW9g8P2BCzhd0b3VMRauO45jJY2Y82O2v6vSbfCj2QFBEIRXeCP9FA4V1uH7Axf8XRUiQBkwYAD329z+rq6uzu2ym1RafLO3AJVNKrfL6i589tlnaGxsxOTJk5GcnMz9/fzzz1ye5557DnPnzsUTTzyBiy++GKWlpdiyZQvCw8O5PB988AFuvvlm3HHHHbj88ssRGhqK33//HTKZzB+XBYBsLAkATSp2lrOpXXy2s75Vg+gwpeh+Z1Rh12aW4KUNOQCAwmXXOX0uZwhQDV0AbGfsTRraNIgMUUAikfB+EwRBEF0PlZav1sgwDBrbtYgK9cz3lOi8REVFcb/NxwGhoaFul71o7QlsOlGO7/YXYue/p7hdXnfAEc+9EokES5YswZIlS0TzBAcHY/ny5Vi+fLkHa+cetGJJcIjJHL8eKcaY1zLw3pYzFnsYgV/2OVHaKLpvXVYJxryWgXc2n3aiRHECWK70KgfO12L0qxl4Zs1RZBXVY/SrGXh8daa/q+V3JCDBmiCI7sGzPx/F6FczsO9cjb+rQgQQPXr04H6bC5yusv10FQCgkHxaECDBkoBp5kRsyP1ix+ri8u35FseZfnvKec/Lv50EAHyy45xHygvkFUtv8tlOtv02HivDir0FAIDNJ8mukBZsCYLl3c1n8MrvJ/1dDcKLbDjK2s996qHvKdE1MBcmHY156S7t7e0+OxfhX0iw7GL8fLgIH24969KxbqlJOtFf2HSo4+GBfyA776HVM+chwZAg3EejM+DjHflY+Xchyhra/V0dwkdodAakn6hAs3etMIhOQEwMG3fcE8Keve9ydXU1cnNzUVBQ4Pa5iMCHbCy7ECqtHv9ZewIAMHlIAkb3jnLqeGfH7N4IN+IPuUGrN/jhrL6DZDETZGNKEPwJt67e/xEmPtmRj/9uy0NMkAz/vMnftSF8hVxuPdQ3GNj3Xqv1/ixDcXExAKC+vt7r5yL8D61YdiHaNSbD/aNFjr/A3BBDZMztyFjcGbnS1kqdVOrxJUub5FU2Y/grW/HbBXoVugMkVhIE0d0wTiRsPlkBAKhTU0/YHYiIiEBCQgJGjhxpta+hoQEAUFnpfRMZ81XR8vJyUont4tBougshNZMAXXltxT41YoKg+Uy3p7oJT3/uiuttG5O/t+UsDAywvcz3r4K/F8+qmlV47n/HcLykwb8VcZFdZ6uxaN0J3oTKpzvz8fUeNlYlwzB4M/0U1maWcPv93eYEEQjQuK5rQuYV3Rfz2JRGBg0ahN69eweUpk5ZWRmqq6v9XQ3Ci5Bg2ZUw6zucGjh05HW289mTZ/I05ylVWE+TfqLC31UAAKh1euw7VwONzkwYN2uyg+druVm8gppW5Fc1e+zcYvf1P/87jl+OlODGj//22Lm8jfmVzP7mEH46VITPdrGOKWpa1Hj7rzN4fdMpqLR67DtXiy93n8f8X4/5p7IEQRAe5GhxA6qaxWMF2vMpEEgCBuFZzp3jO2gaMmSIw8fqdOKh5rxBS0uLT89H+BYSLLsQ5t8MV8Q8T2uhimHr49dVP3yL1p3A3V8dxOLfcrg089XUf355AOuzS6HVGzDl3Z245v3daNN4t7PPq+oanXtpPet8xDyGm97AoL7NegaXIAhaue+MHC1uwM2f/I1L39jmchl027subW2m8US/fv14IUXsUV9fD61WC71ebz+zALaeKyG1V5VKfHKE6Px0asFyyZIlkEgkvL+kpCSbx+zatQvjxo1DcHAw+vfvj88//9xHtfU+5i+3Kzrs7qjROHO67KIGG3XomqzLKgUArDlczKU1tPGN5jcdL4fabEWzvo1c9zmC2LMu9DzTgJrojqw5VISJS7fhbKXnNCEI37L/XK3dPN5WhT1SWIfL3tyGv3LKBfd/vec8Ll+2HSV2TFDEyK9qwcSl2/DDwQtcWk5pIyYs3YZ1WSVY9XcBLl+2HRdqW10qv6ti6RTH2diUTU1NOH78OI4ePcqVJ6Ra6wrNzdZ9jidiZxKBS6cWLAHgoosuQnl5Ofd34sQJ0bwFBQWYNWsWrrzySmRnZ+P555/H008/jbVr1/qwxt7D1dW+mhZ1x/Fi5Zp+m68KibE2swTf7BV3K32yrEl0X3cf+Hvj8rt6k4rNaQitwHcHG6R2jR7vbTnTaW1nCc+zcN0JlDWq8J+1x/1dFcKPuPt9nf3NIVQ0qfD46izB/a9vOoXShnYs/fO0S+W/sJ59Tl9Yb9LseWZNNsobVZj3yzEs+T0XpQ3tePX3XJfK76qo1WretrNjQaMjHwCora3F+fPnbY6lnaGxsdEqraamRiAn0VXo9OFG5HK53VVKI59//jlSU1Px4YcfAgCGDRuGI0eO4N1338U//vEPL9bS9zizgijrGIE3tfNXyPQGBuer+eqSn+zIx/zpQrr77Ak1OgNn03bNsESkxoY6XhEAvhaDAkmQ9VZdAukavYGYfa/QdXf1tgCAj3fk4ZMd57B8ez4Kl13n7+oQAYTeEJi28IR3YTg/Cu6Vo9U79vzoXAxhoxN4PoXOqaXnmEdpaSlv2x2ToqYm8Yl/McTOxzAMqqqqrNJ9EeKE8B+dXrDMy8tDSkoKgoKCMH78eLz55pvo37+/YN79+/dj+vTpvLQZM2ZgxYoV0Gq1UCgUgsep1WrejJBxaV+n0/n9BTGeX6vVQmcwvdw6vd7huoUqZdBqtYgMUaCsUcWVt3B9DtZmlfHyniprFCxXp2PPpzLz0NnQqkJyhHCbWtbfiMQ8vpqH2tZWOcZYTp48nz3EzmMwMLx9Wq0WWq2Lr6iZsCV6jYzn29oRzJ9ZZ9ELPNd6vYG1DzFzQKCxsBfhjvHTNXsaW214srTRKh/hHdx5lv2BsY/Rmqnca/38HetsbegvBPszyzwG4e8+w7D33dxsYH9+NSYMjHeuEmbyg+3vKuPS/WQE+mchUwfGYKBn1gxz5ztKpdKheok57NFoNNy+2tpaREREiJZhvDeMwLhNq9UiLy9P9DyeaLtAvg/dmU4tWI4fPx7fffcdBg8ejMrKSrz++uuYOHEiTp48idjYWKv8FRUVSExM5KUlJiZCp9OhpqYGycnJgudZunQpXnnlFav0bdu2IS4uzjMX4yYZGRlQ6QHjLT116hTSmyzVRYRvd3t7O9LT09HSLIPxy5Geno61Wdb5KyorkZ6eblXen39n4a3fpbg6xQBABgB45Jt96N2Dwf2DLGcvTceZyuqoi9pUh0EvbcGCETr0dtwG3aFzmFNRIYVRIzwjI8OVE7lRH377VlVVYsuWci59+/YdiA127WxV1abrKisr436bt0VbO/9++xrn2pttk/3796Eih59WVlaG9PQS1KlNaVu2bEFeowTGZ9F4fY2N/r1mTyPUhlVVpnvfFa6xM+DdvsMTsO9FY2Mj0tPTwcqVbNqunTsR52I/Y0mLFvjqtAzjEwyYmCi8qrSpSIqiFuCxYQbIzASVwG9D/3Km1Lo/M8Hey7yzZ5HefsYqvba2Bunp6Wgy6//u/zYbY2INmD3IYLWS+dM5KbQG4L6Bpn0HqiTQ6GRcHuG+hT1fRUWFS31Pfb11/9zeZkozUl1dHRB9W6A8s/n5+dzvgQMHoqioyO4xBQUFgs56wsLC0NrK2rDu3bsXAwcOFC2jpKQEKpUKWs1AGO+98b4UFRXZtNOsqPCcx/5AuQ+k4svSqQXLmTNncr9HjBiBCRMmYMCAAfj2228xb948wWMsl+yNMy62VAcWLVrEK6+0tBRpaWmYOnUqevbs6c4luI1Wq0VGRgamTZsGtUGC/xzaDgAIjk/FrFkX8fI+s3+LYBnBwSGYNesqfF10AMWtrBrErFmzBPPHJyRg1qyxVuVtKmY/ON/mmT48VSoJqlQSfPWvqQgPNq1cmh83a9Ysm3X8Oj8Eh5+fInL14tg6hznpjUdxrI5V1Zg2bZroqrW7CNXH8loTExNx7YyReO4Q6/Vv8pTJ6B3trCoxy7qaLJxqYDu5nik9kVlTzjs3ALxzajfq1CqrdG9j/sw62t7GtpowYSLGpkbx0pKSkzFr1iiUNbTjlaw9AIDp06cj8nwdvj5zFIDp+r4pPogLLY28tM6IrTZcV5sFdNz7znyNnQFXnmV/YHxXIiIjMGvWBKh1Bsw/uBUAMGnyZPSJca2fseTl33NR2FKCwhYZXn9wumCeZ15i6xLSfyyuGZbQadrQ3xTvLsDvRXkAxL+bgwYPxqwpA6zSY2PjMGvWxfjqgukbDwDZtVK8de+V6BcXxqW1aXR4Zj87jnj7vquwO68GE/rH4pmP+GGphPoW4/kSEhMxa9YYp69xVclBoJnfP793Zg+gbufli4+Px6xZ45wu31ME2jOblWWyeR07dqxDx5w6dQrt7e1W6T169OCFAxkzZozg+JhhGGRnZwMAvlpbBEhZccJ438zrZCQ6Ohr19fWQyWQYNWqUQ/W0RaDdB0uV5O5KpxYsLQkLC8OIESOQl5cnuD8pKclqlqSqqgpyuVxwhdNIUFAQgoKCuG2jDrpcLg+IhxkAFAoFDGaqsL9kluLt20c7dKxEIoFCoeB1HmLXJZFInb5mqUy8neyV1dAurqLsKLaONzffUCgUHr2fap0eWj2DHkH818xW2yqVpn0Kuev1kZh5rpFKRe6rA/fbGRraNIgMUThs32Fsb4Zh0NCmRXSYkrefYRhUNKkQFWJKl8tlaNEwiAo11df4TCoUOrN8csjlpnY3Xp9oW5jRpNIiVCGDXGbft1l9qwZRoQq0a/WQSiQIVsjsHuMsxnMItavQM+vIe0x4FvP7UN+qsXqWAwVjX2+QmFYqFE58x3R6A9q0ekSYTRS2aXTcs9+uNXWo9so0gP8tcaT/1eoNUGn1vIlKwPk2F+tzAhmZzNS3iLWTTCoT3Ge871IBj2ZSGf8Yqdki1vcHS7BqX6HguWzdK+P5nEWo7xLq9yRS58ch3sDTYwZnMP8uGL91kZGRDtcnNDRUUIVUpVLxvp0NDQ1ISEiwytfa2srl0zZWA9F9wDAGHD/OOggzL8OIUqnk0j3Zbv68D+YIXXN3pNN7hTVHrVbj1KlToiqtEyZMsFoy37JlCy6++OKAeCjdxZUQI744RyA7jNh6ytqw3FNcvmw7hr+8Gc0qx/T/fe1YpqTeerbSVQ4X1mH0qxmY82O208e+vukUxryWgfQTfBf2b6afwoSl2zFs8V9c2t68Wox5LQMLfjV5t2wSaF8GrrVnZZMKI5dswbX/3WM37185FRjzWgaeX38CaYs3Y/SrWzz+Dm46Xo4xr2Xg9U2nPFou4R2+3nMeY17LwNd7zvu7KoK4+3hO/3A3Ri7Zgupm1ueASqtH2uLNGPuab1TRrnl/F0Ys2YK6VpOK3U+HijDmtQws3yY8oSzE4t9OYsxrGcjIrfRGNQMWR7pE80cku6heNJ/NMgL3k98l2HisDGNey8CyDu+7wcGsLruQAChGamqqQ/mkUmExwTxupsRgAKPXQVtjWwW3ttYUMsfVmJlE4NOpBcsFCxZg165dKCgowMGDB3HbbbehqakJs2fPBsCqsN5///1c/scffxwXLlzAvHnzcOrUKXzzzTdYsWIFFixY4K9L6HS4IiP6Uq48eL4WD648xEv7es95rMsqwePfZ6Jd47vOrKaFHfxYhle56u0deGezfXfst32+D8V1tuOBFdW24aFVh3GooE40jzse4hzli13sQHrTCeH4ZrZY0RGa5g0L4emrPdYha/677SwAYG1WCZd2tLjBKp8ErgmW20+zEw35VS12cgLL/mTr+9MhNjapSmvw+IDqjU2snfQKG+F7OiNVVVXIzc0NGKcLnsI4ARDoEwGuPqfnq1nbqz151QCAwo54gm0+6lcv1LL9oXlMx0Xr2LAI72Wcdbic7w+wcRLf3XzGTk7v8v3+Qjz9UzZ0egPKG9vx0KrD2JsXQHZaAeBG2/81CDxe/f0kAOCL3ex3V6ViTVqc+dYrlcKr9WFhYbxtsVU4y+M11YVg9OLOa0JCQnjblZXda1KnO9GpBcuSkhLcddddGDJkCG699VYolUocOHAAffr0AQCUl5fzjJj79euH9PR07Ny5E6NHj8Zrr72Gjz76qMuFGhFCrRP/8HN2pg6U48p4RCwchDf455cHsONMNS/t9U2nMO+XY/jrZIWoWo8vKaprwyc7zgnuM2+qyiY1nl5jewVwzk9Z2H66Cnd8sd+TVQxYBD+cAo8XA+GYld4epHj6Sbc3UMirasHOM6wwfLqiCXvzaqyEhn35Ncgx8xTrDnoDg/QT5ajo8B4tRJtGh43HyqxWkksb2vHniXIYDAyKi4vR3t6Oc+eE3wOCpbFdi43HygQnxMzb05KjxQ3YeKwMj313hFtdBGzHEO6OMB5/Y53jpd9OYuOxMmw6UY6Fa09g++kq3LvioGBeR2QGX8qBhTWtoiu+lq1q6zk2x7K/y69qRmGt7clVZzlwvtah/rC2RY0X1p9AlsWq7d/5NThd0WzzWFvvpqf5Zf9ZLryL2OqiMxgd9xixvCcqlQqZmZk8h0GOMGzYMJ5PEnM7TqJr0akVgtesWWNz/6pVq6zSJk2aJGhU3BWw1YW9/of4DLozXZ8rqn6+FCzt0dAm7qXM3wiNCcobxAfwAFAqoM6qdTGGmDt4YkDjyLMldBrjUeZ1YBixOJa2K+rMZYg5NPCk+CoTsIkyZ9byfQCATU9fges+2gsASDVzxFLa0I67v2YHqp6IafnDwQtY/NtJhChkOPXatYJ5Xlifg/XZpZg4IBY/PnoZl375MtYhyPt3jEKfjjTLQUxngGEY6A2MQza47vLot0dwqLAOt4/rhXdu5zu7MLbnB/8chVvG9OLSdXoDbv7E5GhlixfUPY2vagB17S4RKPVvVulQ2WS7r/dIryLY/1k6NDT9ttX9TH53JwDgu4cuxVWD+WFLLPtyW8+xreOueX+3eAVcoKpJhTu/PADAfn945ds70KbR44eDRVzewppW3NPRn/53gvixYu+m5zDdmGe/2YEHLk3CrWN7Oa2dJJPJ7KqkmocrA4CTJ086dQ4jEokEiYmJnIOb5uZmGAwGHDt2DJGRkYJhArV6AxQ+6GcJz0J3rJvwa2axR8px5UMcyDaWgY6zM+qL1p3ARYs3o6zBJHB2FlUiR65U6LspNnEh6PTByTo5i6efdDtyJcfZStMMepGZ+rQ9VWpn2dWhDdCuFR+MrM9mBw77zNQVzRFL7yzMXnkYl7yxFa1q78csO1TIqrivyxb3Nrjfoj2FgswTwgRSS9kTCqRuzN4Zu0iH7P15gqX9c2YXNdgqAoDpOV5v4zn2BeU2NC0sEVLvLqh1biLM8t30BgatijOFcVawHDJkiP3yDe5PVBuFRsv61dbWwmAwoL7e2pZ399lqDHrhT3y3v9Dt8xO+hQTLboJDAqEDnZIrqkO2zl3drMa8X45i+2nf6NsH0kBCCMv2tXffrOKPHSqCRm/A2UozNZNOIlk68owKqbcK7mOEL9veI+7Md1koq6dX54W8ODpDIN76plrTu27uNK2xXYuFa4/j4Hn3B2N1rRr853/H8eXuc/jP/46joU2Dkvo2/PvXYzhdYVIHrWhU4bn/HbOrGscwDF7/Ixcbskux+2w16tu02BMgtnCWj5wv1SEDwASvy2DvVfdEWxttZB3FMfOYQP+qdh+c1SiztHsUwp5g2adPH5sPSkpKCqKjowX3mZuqWdrbz/mR1Sxc/JtrK6SE/+jUqrAEH1t9irPjXbEOytMrlp/vOod1WaVYl1XqEVU9e5hfly+86DqDKwOHALsEt3B1gGJsA54qLBjB2XZbgqkn8OT9YBgG7VVF0Na1QRHb26Xz+sJxkzPoWxvQ1iAFwIZ3Mh+0LPvzNNYcLsaaw8Vu9wVLNrK2a0Z0BgZnKpuQU9qE9dmlyH+TjbX27M9Hsf98LX45UmLznNtPV+FrKwdKgfny2XvGG9u0OF7a4JFzmT93gdafdiYYuLci6Q6HC+tY9W6GwdCkCF4/7EiVhG672KPg7yfE3Sb29B1iGAY1NTUICwtDaKhrsWRloVEAw/ajYg553EGnM2lmWL7j/fv3Z4VGi4YdM2YMF+MyPp6vJi3G8ePHMXbsWO6bFWjfLsJxSLAkBD8Cu85WWyeK5LWHrVWc89X+M+DuDOOgTlBFAD5cGXNKFdax4/m7A+dj1tDQAEargkGrhr7Fttt/ccHSs3Vytzxdcw0Ak0t8c2cThTWes7c8X8PvVwpqWnC6nFUXNlcVzauy7YTDSG1r4NpmW2LvHk37YBeqzBz6+AuhMEG+JmCEYYZxYMXSO32T0asuAJxYMp3XlzhyTqEWdLVVvX03Aql/B4Dq6moUF7NmSiNHjnQx7B0DBgwiIyNdiqOoUChseucuKyvjQvhpNPx+0BjfPTR5IFoLTZ7upVIphg8fDoPB4FSdqquruZApJFd2XkgVtpvg7GqQMeyCEO9sPo2+Czc5XJblwH/KENMMlq9npXgz7G6U8/PhIkxcuo1n2+YJvDHOCbSPqRiuXju3YmmRxnfm43rD5le1oO/CTei7cBPWHGLv+5mKZkEh1Wjb+v2BC7h82XbBiZP3M85i0js7eLH4hDh//jz3fuhaankxwCwRu7pAv/NarZZzle9JlTpPP/OB3I7OtponhMr5vx7D7Z/vQ2O768KhPcdURr7ecx6XL9vu8b42kGDj7tqzsfR+PSzvp0OnDBThvBPS2GhSwW9qMqno7z9Xi8ve3IZtpxwxEWJ7TsswIY5y0UUXYejQoQ7lbWho4H6npqZyq6wMAEVML0iDwjB27FgArNDpiKqtOc3Npnc8kPtcwjYkWHYRzlW34u2/+LERV3fE6gJsx5J0ZkDHgBENlSGGRscvPzLENCvnSOfx8fY89F24yTHHA3Ywr4k7wsZ/1p5AWaMK//7fcbfrZItA/WafqWjG5cu246vd9gPBb8guxU+HTLYUpQ3teGa/HJe/vQv5ZitGDFiha8yrW1AvInTZtGu02GkuXBgEslQ1qfDWX6d5Dm7M3cj3XbgJhwrq8MJ604z+wnXsfZ//61HB+r39FxsX76UNOShtaMfLG63tQz7alocLtW34Yrf998h8sFlYWCiaT+xZDrRZX1lIuFWaq14GnUW4LRxrIFLLsuZwYT1e2pDDbTvdVzmY//VNp1Da0I7pH9j3EPreljM4JhDX1s0q+AS79t8+qIMr9rqCK5aipjT+bXFfv8b2Jrja2629ugPAXV8dQEWTCg9/e0Rwv0GrhroiH+qKfOjbmhyamBBDJpMJCqWnK5pw/fK9yClpQHNzM/Iqm/Hl3yVoUbGqsZYqrlJlMBTRyXbrYejtgWMAAMedSURBVAwHKIT5ii31uZ0XEiy7CNd/vA8/HCzipb24IQcl9eyg2VaH7pSNhAvfBXMPpbY4J6IW++4WNvC10U24OZVNKqdCiHhqxdKIVmdt2K43MDyByVEkkFh5oqtpUYNhGDAMW6bOIpSIvz7TMz7cjdKGdryRfgrVzWrRD7bewGDuz0exaN0JVDWzK1OT39sDgF05mWY2WGQYVuiqb9Pi4W8PC5anFmhvMVUsoRVL87THV2fis53neM/VN3/z7eju+GK/YPgWnV645S3ziuUDAL2Nfbbe11a1DjvOVNucLDJhuuDiuja0aXSoalahtkUt+Dxp9QbkV5new9KGdguVRTNh3cAgr7LZucGiRIKaFuEVs0CdRAFEwtz4sL7+HpCL4Y4HWndWqMX6m+Xb83GTWagVByrhFE0qrduels9Xt0Bj0Y8V1rRZpVli6cirsU1rM56sq5g3iSMr/558NH0pSpQ3tmPfuRpenFeAvT8qC6/Xxm/wOTvOjwwGhreyLvaM51e1QKs38JzaVFY67sCwveoCb5thGI/EsDTSu3dv/HtdLgBg4focFBcXY9oHu/F5+mF8vss6fqUz9y0uLg4l9W1W3x4ACA9nJx4ZhhEts66ujreySQQeZGPZRRD7wDe2a9Er2sFQDma/xTpEV74hcpkNT55mu77YZXsFxzK4d5NKi/FvbgPgWow+T3wQhYpY8Osxl92qT3pnh1Xa2qxSaHQGPL/+BK69KAmf3zeO22cecFosGLO3J/7aNOJhF8zVoFvVesBiwUrM+UeWgAt7ZxBdwTN7yo3nKLUz8SE2c+qIV1hb33pn30mAVR296OUtHVum7lss8L151a98ewfClDK0mj0zMy5KxBf3XcxtP/LtEew6W40P/zkal/WP5eKxCb1fizfmYPWBIsybNhhPTx3kwNUAjMGAYyUtMBgY3kCZYbzvW5K99/yzOPpuCOULTFEvsAV0cwKhns5W4Z9fHMDZymbsXDAZvWOcd7ayNbcSj3x3BOP6RGPt/03k0i0ntIQwFzy1egNGvcr2A9kvTePSxR5nR98uhuH3nY6tWFqX7e1764mJlglLt3O/jf3b9tOVeGiV9SqhgQF+PHgBr/2Ry6VdEJgH/2rPeSz987T1DjPWZ5fg2Z+PYdLgeCy91hTjsr29HW1tbS478fHkCl9CQgKkQWHQtzVyZRtULTDo1Mirsn2e4yUNGNkrSnT/b0dL8X8/HcfolB547ebhvH3nz5s0oNrKzsIQkgSpMphLa2lpQUEB+66MGzcORGBCK5aEc7jQnzv6DfjlSIlT5RY46Tod4H8EhT6I3+8v5Ozp+i7chJs++Rt9F25CrsjAXegD506sLqHYWd/sLeDUJv86WcHbZx5PUO+nkZqn7Nlcrb1RmDOvh2VZxm0PTuoKfsgtz+tq2witsAKs5zwh/swpF0y3PHurxfO1+SR/ltzotOubvwuQXWTbYdDqA6yGxPsZZ23mM8egYkdjOgsX9uXlwvV3lUBzWuRpzJ2r/S+zBM/+fJTb9nTIG1vwvGw7e6xnq+ITTpU3QW9gXI5PaDQJyLxg+90Swtz+sU1teo/zqjzrAM/8vjjiqZZhgGPFDbhh+V4ubW9+Dfou3ISqJsdXVPUGxqkJxYpGFW765G+szXR83GDvctYcEo73zTAMPt3Jn/g+Xmv9MbEUKoX6/2/2FgJg32HLfu/UqVO2K2gs16JYhoHbK5aHCmoxd81RFHXE6pSFRXH72traoG1gxx5C89fm38I/cyqsM5jxzd+FUMb3RbZdlXUJtHX8e3vmzBnud1dYtdy9ezduuOEGpKSkQCKRYMOGDbz9LS0tmDNnDnr16oWQkBAMGzYMn332GS+PWq3GU089hbi4OISFheHGG29ESYlzY2lPQ4JlF8f43Xc+3IgH62C1SmDeK/rReY/ANb5kETPJaK8z66M9XqwVi9hHj4H/XNE7gqeq5uostJgqt1C1XGlHZ46wDK1j63S2wwPZUJPVOa767epz45SnXRewLL28vJyX6Exc2/yqZty34qBNRxdZRQ3QCKheOXo5geYAa84PWbzt9dml3CDeGRtDfxIIK5adCXeewAPn61De6JhJCu+cDtpY3v3VAZwQiAW7zM7qnTn7zjkXF/a1Tbk4VtyA+b8ec/gYlyf6YN3+7j6+zvTj5pg70DGvi7srlq9nXEB+dQvnJwASYfGAYdgwI97G8nLMw54IbXdGWltbMWrUKHz88ceC+5999ln89ddfWL16NU6dOoVnn30WTz31FH777Tcuz9y5c7F+/XqsWbMGe/fuRUtLC66//nro9daLFL6CBEvC6zPHduLregR/2SDZ8+zpCRiGcWtAb66q2i6wIuoJAm3gbTmZYYp16YJgKXKIu3Z3BoZBaWkpKirEZ3gF1W3V1iv1ng43IiCDuYRKpUJxcbGVm3ohzO/ZQ6uO2FSxNuea93djT14NHv72CCfYB9LTqDcwNr2nFtS0cv0XwzAocCDsSrPaum2Mcxru2D06iztn8r7yswN1cHUyyx91N3+ZXXjAb/10n908rl6XpSaEEaHnVAx7NqZW53SibHdhvYx7SjOHbWNdo7jnfVucOydgMuSBFUuJjI2B2WJsVxHBEoDN8CSOn4815RALR2LZ2seO8ScQbH03OwszZ87E66+/jltvvVVw//79+zF79mxMnjwZffv2xWOPPYZRo0bhyBFWXbuxsRErVqzAe++9h2uuuQZjxozB6tWrceLECWzdutWXl8KDBEuCgx9gXphDhXVOl2vrU+W51S7PlOMsVc1qLP3TMfUVd5A5qJIkhLl6rVrnJcFSbLXVifvi9gyweQkiAwFPuewXuy7zlT5dSx2aq0pEB686rQYVFRUoLbVWnTYdY11hfYv1OyjWdu6q4rpLXl4eqqqqcOLECagrrJ0+8M/J31ZpnZdunVUDdcvG0sFT3frp3xj1yhZBpy+PfHsEU97diX6L0gEA/RalY8q7OzH7m0P8c7lYR18SqA6GbOHrGrtzj3h6PhLh37Yod8DRD2tjadp2VBXW0X2ebG9fPu7emEhg9J6blPZI7Sy9qkskkIVGCJ7N6GRHsC52KmM8jSI6BTExMRg8eLBwvo6M6op8XLhwwWq/MUxVINLc3IympibuT612LcTTFVdcgY0bN6K0tBQMw2DHjh04e/YsZsyYAQDIzMyEVqvF9OnTuWNSUlIwfPhw7NtnfyLJW5Bg2U2Q2xhRe3s8YGuw56mPgzOX8OuRYvzf6kwrz2+u8sUu+yE33MVTA5JAHvt5s27GgYFrqrDCx1iqvQLAvnO1yMhlVTL1LXU4eKYEL/58EMV1bXho1WHONovRabFq61HRZ1DMxtJ8Hz9NpO4uPjcGN1fJjYitVPrqOTSo28AY/KcSBADHSlgVwT+OW9uRbhVR3zW3oQxkLO9jab1J3dJy5fVwYR0eXGkSmIWeAbVOjyd/yMKaQ0XWOwOIQO5H3eHhbw/zPFs78hx6akLB2f7Gl+EoPGoaxM0ZWg+/VVqdaIzw6upqnDjBhr6yUstlWDtId5DIg9iyzEdTEplVPgPDxqh0F4lciX79+onGujT/7tbUmNSkKxpUWLIxB8eK6vDOpuP45bw04Ca10tLSEBkZyf0tXbrUpXI++ugjpKWloVevXlAqlbj22mvx6aef4oorrgDArtoqlUqed2EASExM9OuKLnmF7SbYfu28+1Laeuc99W0wMAxkDoqpxtiTaclCs3GBiTs2luYfYG/caZt2hM7ESPXgx4G1ObFOd2nFUuSY8yIqi49+d4RnP/PdvvPYW9yOC7Vt2H6aVX/S1LAzsCv2FuDJKQM71J35JzIYGEHHHNLgHgJn9eyd9bY2Zb9+/VFeYuEy38kympqarFSyjC2oVbXyVkiDkga6UEvCHpbvmLlGyxubcvH17Eu47ds/38/LK3S/fz1Sgk0nyrHpRDnuvDTVk1UVxF6XYzAw+DOnAiN6RiI11uSt0x/DWDc1YR3iXHWrW87nrHGm/3euZJe6chcbjlWFde1YobIA4X78vS1noa1XQxGdbLWvqIg/2SIN7sE5QwMYXgxIV5CFhAMGPYJizMZFIjfFXO22pL7Npqq/I/Tv35/nERaA6A1+N+M0Tle04MiFBgBs355f3Yq0nkq36uBJcnNz0bNnT27bVUH8o48+woEDB7Bx40b06dMHu3fvxhNPPIHk5GRcc801oscJjSd8CQmWhNdtcnwxm+SoCpx5XRrc7Ax9BevxzfedhFZvgEJmPasqFNfRnFa1Dkq5FHoDf9XL3nGefEr0BoYXfkWlMSBILvNZZ6tvazBtGAy4UCs8myxmo1tUVITdHasFEpkcjN5kT2RQtYDRawGJFBIpO6OsFYmJ6fKKpYHh9QvGZ8FecY6+6yGh1rPU5naGEonEbll5eXkAAE3lOUhDIyEPj+P2tVZ71iuesAfgwJolN9bQX5P3lqc1rtSKH2BdUUcHqBKI90+uotUbwDCAUi7lyt6SW4Enf8zCoIQeyJg3yWPncgWxyUVP92jOCgmB9RawfZeBYSCXSblvjvE5EXs3tHoD5FKJ6LUwsNbgYDqOk0gNkIs8h8Y+1GBgewuZVMJ5xJZIZdDpDZBJJVz/Ut2sEbShr6219kIsj0yApkOwdMV5j0qrh87AoEeQSQyQhUVBqjQJQbzvWAeW/fIVb+1w6rxCBAcHW6WJXU2jJAIAf8LV3tjC14SHhyMiwr2Fi/b2djz//PNYv349rruODYczcuRIHD16FO+++y6uueYaJCUlQaPRoL6+nrdqWVVVhYkTJ4oV7XVIsOziODLIaGjTYn2299wT26qCp/oDRwdT5tkCTHtCFAaMY7YuIi3NV4Vl89jz1rfq7wIs++s0vn3wUozvH8ul/3KkGM/9jx/y4lx1K++je9HLm7nfk4fEc7+nf7Ab/7l2qHj93Tey5Jj63i5eKJZRr27BbeN6CRxkH1cGboyZxyqJQny2Ukx4amhowPGOgbkyvq+VfaKmml3tUyYOgEQiER0M7jzjmkrl+ZpWzPkxm9se9MKf+PGR8diSa9tb69NrjvK2KxpUSIqyHjQIXbZW1QaDuhXa+nLIw2NRVVWJEGmcYFw3c4+ADMNA39oAaZBpBcDynulbG3ju8035HLu7npjXCTRB1BPYmtATi6trxJ3W+P14GZ74MQuv3TTcfmabdWBr8fuxMjz1E/u8r3zgEjy46jCeu3YI5yHTUnPA9b7KDc0Tl4/07nls3WdvfmPFPon/+HwfKhpVeP+O0bjrqwMAwMXaFfPuPvqVLZg4ME5wH8BqcFj2FQ1qIG0J6yAl99UZCFFYq42uzSrBqzddhH9+uR9N7Tq8PrMfTp0vhiwsGmCA+745hIv6JOHF6X1516RvrYdBq4ZErkRmZqbI9UuhjO8DTfUFMAys1CFt8cfxMq5/T4kMxr5FU7l91c227QG9cUuVStNq46hRozomFw9b5ZPL5ZDLrNvZER8UnQ2tVgutVmvllEkmk8HQMb4YN24cFAoFMjIycMcddwBgPazn5OTg7bff9nmdjZCNZRfnqz3ncaG2VdAezJxnfz7mtQ+X5eDD/DwFNZ6JwdVZhERbiPWNZytbcNIsjqZKq8fz60/g7b/4wqEjdnbGLJ/vEvAsZ8aS33Oh0hrwRjrfMZGlUAkAH23LEy3HUrB56y9xgdaTK9vtAraL/8ssQZOvVqkZs2Dm9WWi2WwNzM2/J/KIeME8JlUoYd7ZfMbmfmeY94t9t/6/HzNdq769Gf/LEp6wEppdb6kqgraetUPUNdeirLRUMK5bQ0ODlYdAAOwqrghCqwDO4G+vxw69GgE2trKnReLO655+ogIMA7y4Icf1QswwCpUA8OAqdkDLhV0QwHySIPNCPf7zv+OC2gcZuZVYtO6EW/b8209X4oX1J3BcIJwHALy+yfSOHL5Qj+MlDei7cBO+P2Dt8KRrIfzAZxc1oLxRxQmVgP1Yu60aPTJyK516hbLM4ljuy68V/OYArJ1qTmkTiura8K9PN0HXXAttTTEYxoBmlQ6Hi0zfduP5dc21MKhaBB21mSORKRCUNBARvYdAJiBwiWE+aVhmw6mTVC4wKermZ1ponCOTyTB8+HCMGDECcrkcCoUCVQIC7obMIpTW1POro9P6RaPLE7S0tODo0aM4evQoAKCgoABHjx5FUVERIiIiMGnSJPz73//Gzp07UVBQgFWrVuG7777DLbfcAgCIjIzEww8/jPnz52Pbtm3Izs7GvffeixEjRthUlfU2tGLZxdl4rAwHzjsfzNmTr2mrWoeqJhVKG9oxJtXxWTVnMDAMShvsx+nixbHspCsIX+85jx8PWju3SD8hFmTezMbSyUuub7Pvua4zdekyX32ALGLsMAY9p7YqhE6ns7aRMfsCy0IjBY9jNO1AiLiHPn+ia6wEeiVZpcvCoh1W28qvbIHsbCH6p/bEqbImXNI3Br/tzkLPqBBEh1nY1HQI80ITFAZNOwxaFaQKdvVUrdMjp7SJ93zXtKiRV9mCrKJ63D6uFxIigtGu0SO7uB5/nbR2hLD/XC16RQZhZ7kE1xoYl+IEOsP+c7WQSIC4HsK2RF/sOo9/XeX9+HJiOOsBVOg++XrhwRNzWf/4jPW+2KrR4eO7x/L2PfodGxZgaFI4Zk/s69L1PbTqiFWauQbLUbO4pbvPVnMq9C+5KHQ72yS28m87XcWLT8kwwI4zVRjfLwahSnb4mVPaiBOljYgO5fd/tlZC8ypbMKKXcJ/oDqKqsHacmUml9j2FM4yBK9+gUwM6VnBiDDooohKhbah0+WPqLXMjock6b42bHLFD/OqIdaxThtF32hXLI0eOYMqUKdz2vHnzAACzZ8/GqlWrsGbNGixatAj33HMP6urq0KdPH7zxxht4/PHHuWM++OADyOVy3HHHHWhvb8fUqVOxatUqpyYaPA0Jlt0AoZkfX/KftScwOLEHzla24M9nroTaTP9VKGi5KxTWtuK6j/bazWfeKXbWVU6xGcaaFuH77E6f60gbSST+X9EBHBsQuSJYCrWfwaC3bSBv0XAGdStkIazNBaMzfayNY6fjx49j3LhxvGMcqapB1QJEJtjP6ABVVVXQt9azaloCuDugUMT0AhgDJMoQwXbTMXwFmr35Nfh813nEhJ5E0oA0nKtuxY2jUvDr5hMYlNADH/xztOB5ysqEV4i1tSWcE58r3tphpfJ1yRtbudv2zuYzKFx2Hf7vh0xRdeIfDhbhh4NFAGSI2nwWK/d5d4XIuAIj9lys2FuAFXsLsPrh8V6th6PYU4UNBFz9Bggdd75afFVczMbaVdxx5uZp7K1M3/3VQd72gysPY0L/WPz02GVoVmlx/XL2u90zim93LabtAAAVTSr0V4e5WGPnYWBb5rP1/eOaR6SdDOo23PjVMay93XoSToygqHi0+sKsUCqzsldyd9zk6JMbppRZxUeVKIIhkUj5mjoMX7unMzF58mSbkwJJSUlYuXKlzTKCg4OxfPlyLF++3NPVc5lOejsIb+Pp79bZSrYj2H+ulhfYuEXleJDj60Zae0ozcrK0SXSfp3lxwwmfnUsIsYGlqCqseR4vzDZ6LnC09/HEgIxhDGguzYO2usBmHnMkUnlHOsN5hGW3xc8jBaCIsj3YsDyPqxgMBhQXF7MqWFrhCQqnYpIanQ11NPfYsWMhVQZDGhTKPi9CgqWO3xesy2K9U9a1aXGuY9C+sUPVVshbrq6pGgaDARUVFYL9l/lzKmRHJHR9jtqoOipUvpl+Cn0XbsKida73IYEkrzkTw9Bqv2er4lM6c90Dgf0dWlTmk96WGkfmavVC1LZ4Lg6kPVivsOLfDluflZIL51gbeYMd53UM45DQNW7cOCh6eEfzy4gxLJaQXboyJsWtsh19d4IT+gimS5UWjt8Yg189oBLWkGBJ+BQre0snOoRgufjSvuNeYR0+HY8hiSZ1w9UH/BtjTUw4Ers0icSBTG7gqS7dFyvInlCFZbQaXKhr5xz0GDQqGNSWKxKWF8Nu65uqrVL/zCnHzjNV+HL3OfRduAm1jc3IyK3AjtPVkChMjm/69BH+0HoCg9mgR9/ivOq8JboGvuqoI+95DyVfgcYR9a7hw/nOW7Kzs0VysuUxeh3Pw675b1/w5W7Wpf5PAR6nMae0EXN+zMKlb2zFK7+fFM1XYha3cvCLf/L2edPGMhDphGawHsGd++hOe/hUlmDsrFhKxD3KtrWwk2C6RtuOz574IQtnKl3zOeHpd4nTjgiJgDwiHomJiVDE9kZQ0kDIgnvg58NFGLlkM85UNFsde6aiCU/8kIm5a7JFtaiMPPLtYVHNBqlcyQsTxTAMIGBSoq0v65LvVWeGVGGJToOt1TZvz+IPTBSKHehZHPdQ6Vw3al5uFxvL8XDk4+qSKqzlfbHY1NaxKlvKhH6mj57FSqK2vtwi7hhLTYsKn+xgHSlJZOehjO+LCf/5Ds0dK/lKs3sdFxeHCxesV8ZYAYwBGMamHactzAVLqxlh43kcKUergr65FgatSV07MTHRKp9UKkXPnj2hVqtRX18PvV7v9CgzNjYWQUFBkCpDYNAI2zcavSYa0VQXAmBjn+maqqFva4Q8MpGN4dZNUeusV1KM6okAsPLvQtw8uidG9Y5yqtxWjR4NbRpEBCtwrtp6wMyAtb+vaGgDwwBbT1VBrQ2ssAGiODmS97SmiDf9A/jMwZkXsDUZ5Y4dor32FvussBOO7NjBoFUBcusht1ErpVKWAMA1dXqh+ukNDM5Vt2BQQg/exF5jm+P3VyKRQBYaiXZFJKQd3s21egP+s5bVuJjx4W6rY3aYaXnUtmrwvYVqfrOZltrWU1X440Q50pLD0Tc2TDRsC1efDmdCspAI6NtNWmpdeVzTGSHBkuAw73y8ZTPnrVlqvQsFO/WhCaCeS0w4csgrrDdWLCXwyFS8L5wpecLInzFTFeWpohr0rE0K+OFGuN0CHlxbVCYbEkavg66xCmpz9XCJfaUSRqeGtrZDuE3sD4kDx1jS3Gw28ywV/iw48uzo6susrj0+3tqjLQPWfsR4br2eb0ujjO+LoFAJ0MKqG6sr8nmz1wAb261v375gDMLeGJXxfSGRCV+LQauGvo31sqlvrunWgqUjb0Rtq2t2+qNfzcBDl/fDN39bq40zDIPZ3xxCZlE9opUy1B046tI53MFVYSOAPgceZ83hYn9XwWXcUc22W66NF0VsvKStLwOYwTbrIA1mBU+JXGG1T5k4ADExMQgODoZer0fPnj0FzydU7n+3nsVH2/Ox9NYRuOvSVC591KtbxC9EhGkfmARIZ+KcHimst0qL66FEfpVp+81Np1DRpMJ1I5PxiYXzK3MYBpAGsaGn5JEJPMGyS7+QnZBOrQq7dOlSXHLJJQgPD0dCQgJuvvlmnDlj273+zp07IZFIrP5On7Yd14/wDAwcsyMQOVh8lwtfDV/p5e87575qoTmiNpYO9K5esbHsRIoortxyq8DYOrNBNk+Vks2ob7H+mHI5RAQdrrh2vq2wI8+oUahk66YBwzAwaFRQV+Tz9tnijXUHuVUqfUutVT0AcedQ5ggJ1H/mVKLvwk2ixwjFX2PbyWLwZKG2Gh7OCoNiq7TGtpaFRlntM5jPdosIpu5y48d7sdVO3M9AwCEVTjf6SiGh0siRC/VgGKBO3Xn6EIKPtzySOsPKvwtwy6d/47bP94nmaVa7rvbeqtHZdM4klYi3g6vfXFlIBCQSCfr164fk5GT06tVL9D0U0gj4aDsb+/jNTdYhm3yF0LVbToxXNLHaLZuOi3m1N5bFx/xb2lk9/HdV3FqxbGxsxPr167Fnzx4UFhaira0N8fHxGDNmDGbMmIGJEyd6qp6C7Nq1C08++SQuueQS6HQ6vPDCC5g+fTpyc3MRFmbbY9iZM2cQERHBbQvNqndnfj9u23DeVdxRWRW2Wuso14WCPflBfPLHLPSKDsGimcOs9tmK8+gKzqrC8kKsiFzyb0dLUduiwWX9YzHvl6Ncekl9O345XIwBCT0wro+ww4CjxQ0YkxrlVJ2EULmhBlfVpHJMsBbJ8vz6E6LB1q2a22xFUFNjspXTt9YDUhn7X+z8VjZ9zj2DwcGszaUipie0daVW+y1XDA1aFRjGYHcV89cTDbw66hqrOC+2XDrDAAYdJDLrmXVbzP3V2lGN+X0ICRFWvbUULHXNNbx4nikprBMJeWQCT90V6BCEOs4hj4iDvq2Bv99iVVZdkQ9FbG9O3csTHC9pxCPfmUJFBMD4WxCHVMi9MAnnzfY4XdGEw4X1aGrXIruoAZ/cMwZBAjb6rlZBqO6OfE/IxwgfT03uvvJ7rt08z6933WGWvZigtq7D1WdMFhHncN7EiGDRfUKq7r7C2WHZt/sKceWgOPSP55sebThaiisH872fy8LjOFt+rda3tvKEbVwSLMvLy7F48WL88MMPSEpKwqWXXorRo0cjJCQEdXV12LFjB95991306dMHL7/8Mv75z396ut4AgL/++ou3vXLlSiQkJCAzMxNXXXWVzWMTEhIQFRXllXp1Vsy7xgYn9PCdwZODCXPnEHoHy/XWh90423b7uF7eOYEZ7n6M2zTWnfAza46K5n9u7XEAQOGy6wT3t2v1Hl+VdZb5vx7D27eNtJtPKB4hAPx4sAjDUyIdOpelUGJEaJXPFsrE/lDIdEC7445c0tLSoIzPExXuhFYModcDctuCpZAwbBlORVdfBoOmHYroFE4lyR6iT6rZ+yoJ6gGGYbiJBVmPGMGDDaoWmD+5bToJ9O1aSGQKKGJ7QVtbItq/BCUNZD0zctdmvUqprS3mqduW1Hs2RISzOKNy5m28Ef/Vm6sM1364h7f91e7zmHP1IOs6uFgFW0KkSquHWmdAkJ13Tq0TXyk/X90CiUSCqBDnJnH8gb/mS5y1BXXGA70l7RrbWg1Cn2TjM+KMcCUPj4WuuRaKmJ5OmTTYVAH242qes5P3L29kHYVZjjW+3lOAbw6UQRHbm0szX7Fsb/duDGHCOVwSLEeNGoX7778fhw4dsvLKZ6S9vR0bNmzA+++/j+LiYixYsMCtijpCYyNrMxMTE2M375gxY6BSqZCWloYXX3yRF6TUErVaDbXapAZmtEfS6XTQav378ffk+X2h0qLX63kCoTPnNBgMvOs1n6WyDFVgqwyuLhaDcFttqbc4txgXalzz6gY4HjpCUHgAcLKkUTDdYFauVqtFU5trM5j+ftZtsSevxu1Zy6NFdYLpVs+oE4K9VB7EBsMWQCKROmRDacTY/s6uGGpqLljZJ/L2azQi3lH5hkVGBzn69iYrwVKtVkMqEEwsKCwcqLF+x7U6LbRa4Pfj5Zj36wnM6KXHuXoNlIkDOGFWKzDTbm6nesnSHVxeaYf33BaVBuHBcrTJwgGLS5JHxEPX4ZVX39ogcL18rnhrh908zmCwsCO1fJ8st0e94rwtFADonPR0q9Vq7b7bBr3e4++/Tm97sO7J8x0uqBMsz8AwDp/HPJ/Q9yC/qgVarRY3Lt+HkoZ2tJkJI8Zvl3lfYuv+Xv3eLofr4m/0Lsai1mq10Nv4btsbG4jFcxbHAY0WkW+rwU6oEL1eZ/396XgP7T3n5sjCoiENjeJN6Anda0th0dZzzDD2nxdvPU8GgXM7MuYTrI/Ft9L8O1hXWwOt1vE4oN7C0XFoV8clwfLkyZN2VUdDQkJw11134a677kJ1tWOxwNyBYRjMmzcPV1xxhaiwCwDJycn48ssvMW7cOKjVanz//feYOnUqdu7cKbrKuXTpUrzyyitW6du2bUNcnOPqCoFOZlGD189x6vRpVDdLYDTvrXdiZbSktBTp6SbHAuebAOMjnHvqFAD7HjEvXCjizl1YeAHmZsYZGRkQeyUqysuRnm5UPRR/bQ4fPuxQPYQoLy+HI2bPJYX5gueoryoTPL6iooJL375jB5RSwJVXPz093aXjfMX27dvhTv0uFBVDqP1qamp46c4IdvKoJOiaqqy8lkrkSgCAus3aXbsRZRw/vAjb/oDxGoW8zIphufpoDhtYWaDdGDs+9o3Z9Dp8/PHHnJquOXVNbQCsVV0zMjIQKgdeOiwDIMHmEhmUcam8PCqV7VlooevZtPMAevUAKnRDrfbJQiM5wdIfnDl7Bubv7S3v/wXz52rJqj/hat9hzjM/HoEz3rR279mDc1aWI/zn4dChA6g7bZ3uDqdPnYat67V83t2hurrKrDxTmW0qlcP9mnm+kydPIr0uh1dWpMKA9PR0nK2yLquwoBDp6edRUSGF8Z67o/q/efMWh+rsC3445Jqzn39++BeyasW/d3vzPasFU11VBXvf14rKSsE8lmMFSw4eOIDiUMD8nhg0rMZDfl4ejM85KzDZfjct+zX+c8uiUsl45bRzz7E5bF0MjIHbx8p01s+Nt77tBoPBql41NaZ3QIz09HRotew1yiPioW+t55lBAHzb+qPHjqOtyv8hnNixAuHSk2QuVLa2ttq1Z/SF/eKcOXNw/Phx7N2712a+IUOGYMiQIdz2hAkTUFxcjHfffVdUsFy0aBHmzZvHbZeWliItLQ1Tp07lvHT5C61W2yEQdQ4GDx6CluIGoMH5FzAlJQWzZpnUHX86XAycZA3TBw0eClywb8vYp08q/q5kHZrsreR3btOmTQP2C69SJCUnY9asUQCAZ/aLzzRfeskl+PxUlt16CJGcnIzsWvvOPtKGDcWmYutrTezZC6iyto1NSkrC8TrWDdvkyVOgkEmAI9Zuwu0xc+ZMPLM/cJ+1q6++GkuynL8uI71698LBauv2i4uLw9lG4dVMe0jkCihievLUMAFWyAEAeYeAKXasObNmzQJgev6cUYnWt9RCHi48CXbFFVfg3RMHHC7LUu9K39aAK664gt04zC+nd+9eOFhvPUCcNm0aIkMUWHJsB1p1wpNLSqV42wghC43E8BEpuGRgEpb/GHieLYcMHoI/ikzPQU49v//54Zz7QiUANGqcU1tNHjIGYcFyTBps+k5b9nGypKGYNbm/zb7PWQYPGQoUiffZls+7OyQmJmDWLJPHSWOZcrkSs2ZNcegcs2bN4vKdbI/EW7Mm8soKCQ3FrFlXCpbVt19fzJo1FJsaj3J9sTtMnz4dzx3aLrivV1QwShqcXc3zPbaESm+QkJCAXDvjjsTEROTUW08+9enTB3srxfuUiRMmYFBCDyw8bBo/GCcPBw4cCJSwDqwUCgXUMgU30SgW2skcSepYTBuWwIXiOFxYj8b9h3l5FEr2OTbSotYB+9nnw8BIMO6Kq5EYEYzKJhVwwPobOXGy+NjHHRhIuPfYyM9VR+x+T2fNmoUXs7cDeh1koZHc99ISeUQ8DJp2DLr4Kswa5X0zJHuUllr7PeiOuD1FkZiYiDvuuAMPPfSQaXDhY5566ils3LgRu3fvRq9ezj9cl112GVavXi26PygoCEFBJqcOTU2sLZVcLodCEfg2EIGEVCqF1lGDSIFjzdt78UaTt7M2B2d/bdktZJWIrx7pGfZ+6+0YTMgE4lQ5ikRAlVDwHDLhAej6bGGHS1Lza5bK8N1B12b25ALu0AMJuRttD4g/GzKr++LY8yumfioN7gFph2OcJq1wWea2JFyaRV9j0Dg+eNS3NogKlqLtJqKyZFDzvSPqWxtEy1AGhwKwFiyNfact4Vhiw45THh5rnRYRj4FDhmFEWi8ArgmWBnUrpEG2J0pdRSry3vqbZzucK22cczlG9ooSzPPhtnzccUmq4D5XkdqJWefJb6vM4tthRM8wDp/H/Bk/U9mCC/VqDEzgOxkRK0siYc8vdSEUkBC26uyG3/UujXU/bo2QOr+tdCMKhRxyq3vC3gdlEF94lEensJomeh2koRGwx9M/H8cLs4bh0av6o6FNg7tXHLbKwzD8Z+L5n4/z9i9cn4vVj4zHLZ8Lq1gv2+xZB4PmWD6rjrwDCoXCoafYKHQeKW7GzRf7f3zi7hikq+B2L/fTTz+hsbERU6dOxeDBg7Fs2TKUlXnHo6glDMNgzpw5WLduHbZv345+/fq5VE52djaSk5M9XDtCiPcyzrrs6EVjw7vZiJ6OOV6xxdFiYRtFAMjIrUS/RekY/+Y2m2X44pPujinslHd34svd51061uADG1x3cLd2Dl+fA/lsObdRRCVZ2QaaM6Z3lGPeST0QJsO2Xa+tYOOOTeRInYy5ykfCxXizRBYm7KE4OCTUaedWiljTZKSuMfDDg3iL3DLbzqdKGzzrIMOX3YnYM+GMN3HL+uZVNlvtD4TQG4QwjvQLYrfPngMc4bIZ405eikQigSwkHLIe0aKhkizZfppd5a5t1Qjut3yM/8zhO6nbm8+u1FY3C9v7r81yLCyVL3HmTWp1I5QM4XncFixvuOEGrF27FmVlZfi///s//PTTT+jTpw+uv/56rFu3zqvGrE8++SRWr16NH3/8EeHh4aioqEBFRQXPQ9SiRYtw//33c9sffvghNmzYgLy8PJw8eRKLFi3C2rVrMWfOHK/Vk/AMZyvFVxQ98Tl3JE6fWMfuCQJ9ntmdUDGdAgevzyrWpEBsSnkU35GAqKAoMLCwtZCz66xJTUsR30c8owDqinyoK/J5QqG2pgj3fn1Q+ABb7dHhzMK4arr6QCH+zLGOQ7b6gPDq+Bvpp+wOwg0MA0VUEpRxfRwegDmLMnEAT7hnDIZuKxzYu2pPN8s7m23HnPYkYn2r3omLciRnIDw6FNJEmK2nXJ80EuvHjGRdqLd2xtTxMPyaaRLaml30TGvvnja2a216Ge7qjO4d5e8qEGZ4TMk9NjYWzz77LI4dO4b3338fW7duxW233YaUlBQsXrwYbW2ed93+2WefobGxEZMnT0ZycjL39/PPP3N5ysvLUVRk6hQ0Gg0WLFiAkSNH4sorr8TevXuxadMm3HrrrR6vH9G5sKfm6gi++Kg76z7cU+7Gu3oQYrEVS8vZaIPasi+TIChpIG8VzVKtVhaRAKkiCIroFLfqOPubQ6Zz2BG2xOx3tGaxNxm9Dg0ibvvNBVC9pZMgxgCDRgVtHTtoWnO4BJ/sOGezPub8L7MEX+w+jzoHJmokcgWUCa5po9gtW+CFZbSBb5/mDeyt2HdmgVss9q8dZ588LK/fskiG6eo9JCHG65tOie4rrVc5FTpECEfGFfv9HPKLIIx4TCG4oqIC3333HVauXImioiLcdtttePjhh1FWVoZly5bhwIED2LLFc4b/gGMfulWrVvG2n3vuOTz33HMerQfhG2zdbU+MeXRdfknOPQJ9XOnuwNfVo432flJliGA8SIBdsZQK2E0KCjbOxD2LSuKCRJujjO8DSOVgNG3Q1vNXEoVDiwiUZSZYMjq+AKhvrQdE4nkaUUTbNi9Y9udpm/stb4ixfooYcYdp9tTdzEOOWHoZNKJva3TIqUZXw9HnzqBVgdG0W4VFCGTEqunJFUsDqcJ2SRiDHvrmGkhDImBQt0EaFOpg/2B6FozewcXs3O1hnBix9bbZMhXqjLi6ukv4H7cFy3Xr1mHlypXYvHkz0tLS8OSTT+Lee+9FVFQUl2f06NEYM2aMu6ciujte/mZ7QrBMP2E9yO8qrNhb4O8q2MTduINFdcJaFfaGzkY7QGlQKBTRKZw3QFdRhIQBDmpcy4J7WIZrBGAWEkWkLuqKfJ4DHHl4HKQWefXNNZwwLLFoBX27uFq6EbGYcI5i+TbKgntAZiMeJwDc8cV+m/tloZGQKkOtPO7KQsK5azKoWsAwBrdXGTobjvZ+2lp2lVoOCWRhUV6rjyf5M6cCfRduAgC8c5vJs7jewOAyO3bzRuzJjBVNKkz/wHWv1IT3YHRa6FvrIAuLdrp/1lSx3z1j/6BvrbcZF9iI0V7boFNDERQKZXxf5yotgK1H0JOTPFcMjOPsMt1Fb2AgM7O191S5RODi9pfzwQcfREpKCv7++28cPXoUc+bM4QmVANC/f3+88MIL7p6K6ObYXLH0gNTpCcHyp0Oux1L647i1jZoQb//lnG2SpybRfWkT5Q9iw4QHHOZ2jZbILLz6SYNCBW0ubaFM7M9T9bQU8NzChnCkazapTrGDLQuVX62a+69rcV7Nyt2BjrdWfyyFSgCQRybytg0OCM5dDXvt3a5q56tHt7oWgsff/Pt/fI+ZFU2OqT47YipxvqZVMH3VvkLs8+CAek+eeJ9UUu9ZJ0tdAW1tEfTtzdDW+iYMkb613u2JNWdZta8Am09WeKTfDJJ7blItu0hYi4fouri9YlleXo7QUHEPiAAQEhKCl19+2d1TEd0cb6sZ6V0MgxLodBJttU6JPCLB7TIkEilPprtQ2wrAvht68+PNB/zmHmmdcnoj8qC4OhiTyB3wbGsDf2qm65qqRWOndVUYhhWezle3WO3TNdfgfN4ZaCpNHqV9PXD2Nx/vcC8kw/3fHMLVQ93vLwDg8dWuxUrurhjHDr5SVTaftPMUeZXNol62AeDv/Fr8nV+L7x++1OPndgdP+K4gOhduC5bh4eEoLy9HQgK/w6ytrUVCQgL0+u7rqYrwHZ6xsexeAyUisJCFREDf3oRqXQgkTvTMirjeMKjbwOjUYLRqyKNcCJ0klbo9A6GM7wt9Sx3nNVdoZdAZyBWKb2EYBi9uyBHUutC3NmDj0e6lGmyJM86phNAZGBpk+xh9exP0TZ1f9XJPXg2mfbAbt44Vty83UubhsEDu4otHvkcQxY8MJNy+G2IzQGq1GkqlB1W6CMID2Bo7a7voiuXmk903Np+n8eaMtzwyAbKIOKdt+yQyhdura1JFMBiBuJiOxqtUxveBRCaHLCwK+vYmk42nG/jbD4q+vRmykHD/VsKHMBBW5Tc+FwcLrFVfGYbpNA58AgFyEOdbdI1V/q6CR1mXVeqT83jyKfVF/OtZwxPtZyJ8hsuC5UcffQSAtaP5+uuv0aOHKZC1Xq/H7t27MXToUPdrSBAdGLun3LImHCqoFdxntwwbGTNOda2PEOEFHBS0XMUbDmOkwT1g6AgXIlWGwKDhz2hzXlaFzu3AKr40KIwTJCVyJeukwgNxJ309BFfE9uap/eoaKz0qWDa0eS8GrrdgDHrOeYlIBkDinRijgc7jq7OQ+eI1Th3ji0E2wXq+FvKWbQ9HY10yep2gLb1B1WI1QWd07taZ2H7ac2MhXzzzclvBnwmf47Jg+cEHHwBgZyw///xzyGSmj4tSqUTfvn3x+eefu19DgujA2D89+t0RlFqoexSLePQkCEex9/1jGEY0VIcvcHm1VGeKUymPToGmkq/SZ3SdLxj6xOJ6ZaERYAwGTlDtOJCXx1nnRaL4eAwuVQRBHh4HXbN3VOe+2hPYXpWF0Ntz2uTFQWNpQzuSI4K9Vr4nuPq9XU7lJ1VY36CtKxHtqw2adofDCYlpbOiaa6CISrI+r4Uwq4jt5bateWdHZ2BwsqwRackRaNeSaVx3wOURQEEB+5GcMmUK1q1bh+joaDtHEIR7GG2uLIVKAKh00LNfdbPao3Uiug+6+jLeap+vQy24PCaVyQEd+9xLJBJIpFJRxytGN/rqinz2nGq+IxdZeDwkEgm3H2BXLL2BX2wsLYRkfWs9ZGHd99umb2uyk8N79+jyZdtxWf8Yr5XvCRrbtfYzmUGCpW+wNQGorSu1Gy7EoG4FGAYSMwFUmdCPW73nTazZOKdEHuRzVfFAWxR/cOVhAEByZDDKGx0bp/2V03XDtnUH3F4/3rFjB6Kjo1FTU4OmJnsfIYLwDo52prZCRxCELSxVSGU9YkVyeun8Lo4YLEOiKGJ7QxbCptkL2K1vbeB+S2RybpCkiO0FeUQ8FNHJXrND9IfNs6Uam665Fto639g1+RtXHi9vh284cL5zhjQRgwTLwEBdkQ91RT4YnfXEAMMw0NaXQ9tQwRMWLT1sG9T80DLauhKrsvxhf7xw3QnB9BfWC6f7CkeFSgB4fHWmF2tCeBu3BMuGhgY8+eSTiIuLQ2JiIqKjo5GUlIRFixahrY1UEwnPUtmkxiaRWI+Orm6QnwnCFSzVUM2FLF/hqmApDQpjhcCYXgBYZz/yyAQEJQ10atWVs8UE6+xHFhrptdVKf6FvsRZkLCcUPIVB1eI1tVtvYfnMd7eQI+6iD7TlpG6OpuaCtYmBmfqrceJEyPZd32zqKwyadr+aSTjCDwddj7FNEM7gsipsXV0dJkyYgNLSUtxzzz0YNmwYGIbBqVOnsHz5cmRkZGDv3r04duwYDh48iKefftqT9Sa6IRqdAU/+KBy/y9HvNY2DCDFsBUrXWjgw8ccgwp0xqSdiMnrC02ugI5HJfXZvjfZYEqnc52rVQgg9XuZq0xKpFIr4flaq0ITjGGjF0idIFcEwaB1bIdM1VEARzYZoMmjVgqvwQraWBp0aDGOARCLtNloNBOEILguWr776KpRKJc6dO4fExESrfdOnT8d9992HLVu2cB5kCcLfaPQkWRLCaG08G46G3fAmrerAnhHvCkgUwWD01vZTnkLf3gQY9Dy7TV1zTUAIlq/9kWuVJguNhq6lFhKJFMqE/oLHUcgRx1Fp/d+PdAckcgXQIVjK/r+9846Pouj/+Gf39lrKXXolCWmUEGroIEV6QFRUwAYo2LAhog88ygOWnyD6qI/6qI+KYH3UR8rjo1hQQUBsVEGQZugJISG9XZvfH5e7273bvd6SzPv1ygtud3Z2dmZ2dr4z36LWgFVFQl8lru3EV2l1pdqtSMyC7uIp629jXYWkDXZHClVEofDxWhV248aNePbZZx2ESgBISUnBqlWrsG7dOixcuBCzZ8/2qZAUiivoOjDFV2Ss+HBobKwJcknE2XnChYdOiu9IbAsb66v8kr2hphyGukqB7Wo4YbU9IwSmlkYYG8zqfvYhE1g531srHX3dxdniFcV/8NVbZZpE8VBKrTAMA0JMbu3C22ttGBtrBYImH5kmyc3SUjoq27ZtwxVXXIG0tDQwDIONGzc6pDl8+DCmTp0KrVaL6OhoDB48GKdP29SaW1pacO+99yIhIQGRkZGYOnUqzp51tPcNJl4LlqWlpejRo4fk+cLCQrAsi2XLlnl7CwrFbajpCsVXpPZcDLWODp84TWJgCyPCC98cDfo9LYTieUMBFx0PhmEdBClDfaWDYx9P4V9vb1sZDjvifEcmRNcEfdV52wTd7uXgeKEWjG3MTjSU0DiWgYcYdFavrZwmsdUTtqNyniUsEiFEYC/pCkVStlvp6C4+xRUNDQ3o3bs3Xn75ZdHzJ06cwPDhw9GtWzds3boV+/fvx9KlS6FS2Rb2FixYgA0bNuDDDz/Ejh07UF9fjylTpsBoDF1oF69VYRMSEnDy5El06tRJ9HxJSQmSkuiKDSVY0A82xTfcnQewqiiwIVBzOnGxwXUiP2EfkoToO0aYHoZTQJFsVvk0NtXBUGMLmK4rL3EZpsApTgRTY/0llx56Aw0htvLpq847TcuPVWpsrIUsMg4mXROM9ZXgtClgFeEdfzJUUBPLwMOPJWnSNUEWoQXDycFpEgWLhLKIGOsCj7GxWpAHwylADDrR/O29w9oji4wFFx1cj+GUtsmkSZMwadIkyfOPPPIIiouLsWrVKuuxnBybSUJNTQ1Wr16Nd999F2PHjgUAvPfee8jIyMA333yDCRMmBK7wTvB6x3LixIl45JFHoNM5vnwtLS1YunQpJk6c6FPhKM4xmQiuf/MX3P+jnwKSUygUl8hjUkS9BLYrGOHkKRSCdKhxN4i6+0ivXISDaqxY6AUbzldddBdPwlBzAcRoEA27QDETktisHQ2e8y3Cc+DDd2DGMCwYufjihyIhE3Lejrz9ta6gtpWUuro61NbWWv9aWjxfmDWZTPj888/RpUsXTJgwAUlJSRg0aJBAXXb37t3Q6/UYP3689VhaWhoKCwuxc+dOfzyKV3g9O3rsscdw5MgR5OfnY9WqVfj000/x6aefYuXKlcjPz8fhw4exfPlyPxaVYk9lgw67TlWHuhhhwb9/CWw8NUr7h3Vjy9LVanV7hFVGBEDICn/4u3L+wJm6qz+89voKf3eWEhioV/LAw3/P7LUALDF9ZdHxYCRs6hlOAYZTCMIryTzQJmA4hSfFpbRDCgoKoNVqrX8rVqzwOI/y8nLU19dj5cqVmDhxIr7++mtcffXVmDZtGr7//nsAQFlZGRQKBWJjhQ6kkpOTUVZWJpZtUPD6y9mpUyf8+OOPmD9/PpYsWWK1xWAYBuPGjcPLL7+MzMxMvxWUQqFQAgnrhiqsu/Y1bR1Okwh91Xmq1uUllrh2gt0LJ/Z1/hZi/Q+1F/MHDjETg3lvox4mXTNYVVS7s/8zNteDtDRabSstMHKl4DenSYIsIhYMJwcxOu7Q88d3y7UMK3OoL1YZAVOLY6x2OlZSAODQoUNIT7ctTCiVSiepxTG1rkJdeeWVeOCBBwAAffr0wc6dO/Haa69h5MiRkteG2lO3T1+z7OxsfPHFF6iqqsKxY8cAAHl5eYiLi/NL4SjOoWo1FIofaWeTLV9glRFQJOe0f5VfD/Bkt9oS146Rya32hkTX5JBOptbA2FQbUoHDHYjJMdSNIrEzDDUXYBJ5rkBgaq6Hsbne7JCljWoOhLKVLd5LOWIKix1yf2FqaYShWmJ3RqSfMFyrZ1c7hz5mJz8y3m+21d7a8bsgi9CKCpZSoUcoHYvo6GhoNBqf8khISADHcSgoKBAc7969O3bs2AHAHIFDp9OhqqpKsGtZXl6OoUOH+nR/X/DLrCE2NhYDBw7EwIEDqVBJoVDaJPvPVDs939FWo6lQaYed8GdsqjWH5rDb+eCr4vFj5MFO9Y7hFLY5a+s1puZ6EIMuLLzE8iEtjo6jGBkHrjWwvEN6PwvKJl0z9NVlZuGyPrRhdzh3VBskCAevsIbai2G/kOEuxGR06mjK2Rhmv6MjT8gSvV5s54equ1ICjUKhwIABA3DkyBHB8aNHjyIry9xXi4qKIJfLsXnzZuv50tJSHDx4MKSCpVc7lnfeeSceeeQRZGRkuEz70UcfwWAw4MYbb/TmVhRntI9vA4UStvAnYKzatxVIStuGL+wRkxGGmnIA5p0gvrdY3YU/bRfxPcHyJqicNgkytQa6cnNaY0O1gwMfeVynoHpXZRVqyd1HWaT4gjHDsFAkdobu4knBcVNLA2R2IVu8QV9xBiaD0PGFsbEWXAhjBMpYBgYv3bteqA0P78qmxup2sbumKy+RPMfZOeARTdPqKZZVRXmkjs7I5JDHpgEw9/VwiXVMaVvU19fj+HFb/NSSkhLs27cPcXFxyMzMxEMPPYQZM2ZgxIgRGD16NL788kv873//w9atWwEAWq0Wc+fOxYMPPoj4+HjExcVh0aJF6Nmzp9VLbCjwSrBMTExEYWEhhg4diqlTp6J///5IS0uDSqVCVVUVDh06hB07duDDDz9Eeno6Xn/9dX+Xm0KhUAIPf+eIqsp2OOyFLUNtBThNgsDbJB/7nUZjUy04rVkIsgiigFkFFoAgpIs9+ktnfQtv4imtZRcLtcCqIiUvE5uQE30z4KNgqa886yBUhgNyGYsWQ3jtKHuKoa6yXQiWzhCLXWmPLEILRq7yageSVUaY76NQASBglb4vpFA6Frt27cLo0aOtvxcuXAgAmD17NtauXYurr74ar732GlasWIH77rsPXbt2xbp16zB8+HDrNc8//zw4jsP06dPR1NSEMWPGYO3atZDJPDcXOH78OE6cOIERI0ZArVZ7bavJEC91IsrLy7F69Wp8+OGHOHjwoOBcdHQ0xo4di9tvv13gBre9cPbsWWRkZODMmTOScTyDwYXaZgx66tuQ3Z9Cae8Qk9G6Kh7UST4lLCAmI0xNtTDU2dQvFcm50F04IUinSOwMRsahpey4fRZgVVGQx6QIzln6kqGuEsaGKsn7B6PP6S6cEOzMc5pEsAo1dBWn3S4HISbBTi0Xk+LzjqVYXVqw1Hco0KrlqGlyFpolPLGvT0/7lrGpFsSgC3m8VT7O+kiwd/wpoePYE+Mhl8tDXYywkQ08pbKyEjNmzMB3330HhmFw7Ngx5OTkYO7cuYiJicHf//53j/Lz2ogmKSkJS5Yswf79+1FZWYk9e/bghx9+wJEjR1BVVYVPPvkkaELlK6+8guzsbKhUKhQVFWH79u1O03///fcoKiqCSqVCTk4OXnvttaCUk0IJB4yNNWgpOy7qfIBiR5jZulGCC8PKHHZ2THbB1AFzHEfCV3vlp7fzVMkn1BNfYjI62tuZTGA4BRRJ2WBYmVsqhQzDQsG3UWsnNnxidEvpeHEK9dVlMNSUw9hQHdbfDRpDkkLxnAceeAAcx+H06dOIiIiwHp8xYwa+/PJLj/Pzy5JfTEwMYmJi/JGVx3z00UdYsGABXnnlFQwbNgz/+te/MGnSJBw6dEg03ElJSQmKi4tx22234b333sMPP/yA+fPnIzExEddcc00InsB72vG3mxJADLUXAQD6qvN0F84FfPVFCgWAYPeSjzN7Lz78+Hiu0Fedt9py+RNCTGbHJiKquGxrrD+GlXkUXofh5GDlKpj0zUFYkAndx0+rDv3OiDcwMg7EaPPua9I1u72wwV8cMTZWW9VAQ4n9gginSYQsQgtjUx2A0C/aUChtha+//hpfffWVwy5rfn4+Tp065XF+bd7t33PPPYe5c+di3rx56N69O1544QVkZGTg1VdfFU3/2muvITMzEy+88AK6d++OefPm4dZbb8Wzzz4b5JL7jt5Id1MonkGdDLgPMRqCFkqB0r4x1F+y/p8f0sCVJUogdodMzfXQXfgThtpyEOK4y+pLKA9Tq+2pZfHK34RD/EU2DMrgDQwjbFf9pbNe5RMOO5YmfYtAHV0em2YNoaJMyaMLphSKBzQ0NAh2Ki1UVFR4FYMz3KMyO0Wn02H37t1YvHix4Pj48eOxc+dO0Wt+/PFHBxXdCRMmYPXq1dDr9aJ62i0tLWhpsTkRqKszr4gZDAbo9aGztfj+yIWQ3VuKhyfkY9VXx0JdDIoEgZrwtUdMutBPoCjtAyNPsOTH1mM54UdbHpvmED5BX3kWYFmYWhr9Yluob435Z2ysdXA44skOZaBhGAaEELCqKAd1YmNDNViFGqwfPM96TttQFTLUlsPU0gh5Qpa5Lr0oNzHoBIsi/OOhDLmhrzwj+E3Df3RsQjkP52MwOMb7bQuMGDEC77zzDp544gkA5rHXZDLhmWeeETgXcpc2LVhWVFTAaDQiOTlZcDw5ORllZeIBc8vKykTTGwwGVFRUIDXVMS7XihUr8Nhjjzkc//bbb5GQEDpD9m9Osgi3Tee0msNo492qTUKICSBEcreBGPWiKnzeev3yF8Sgg77qPGSRsWEXtFvK8yeFApid8hBdo6RnV3l8hsMEGADAi63HcHLIImNhbKiCPCYFrDICioRMgeMcE68f6i6e9Gk3xqQXelm1j8Hpy26lIB8/ONax7OZy0fFAVBzAyqzqxsbGGhgba0KyM1VWWopw++6KYWysBQDoL5ZAkZQjmoYY9WBk4qq9xKAX9EM+ppYGyEIkzPHVeS2EypETJTzgx3EMJRUVFaEuglc888wzGDVqFHbt2gWdToeHH34Yv//+Oy5duoQffvjB4/zaxdtoPzF2NVkWSy923MKSJUusboAB4Ny5cygoKMCYMWOQnu6+vYy/iT5ega1v7wnZ/cWYPLkYC376OtTF6FAY66tgaA0arkjOEQ0Kbai9KK7CZDICXnyUiUEPk77ZZ2cJhtqLIEYDDLUXw06wtEzMALOQQKHwYWQc2MhYSZtLhhOfsNt/Z7joeLPwZL1OesLOyn2zG7MXdP2twWAJzyI2+bcnJyESf1Y0OBwnRgOMDfxdMkayLq22okGkVK8GEH5hUKRwFtLGUH0B8nhx75W6CmnbKkNdpaDfeyrgm3TNMNSUgRgN4GJSwMqV0F08BYaVQZ6YJdmmxKiH7qLnNl+U9s24cePCwivsuXPnQl0ErygoKMBvv/2GV199FTKZDA0NDZg2bRruvvtu0c02V7RpwTIhIQEymcxhd7K8vNxhV9JCSkqKaHqO4xAfHy96jVKpFOgZ19aaJ5wcx4W0M8u58Gu+cHi5OxLEZLQKlQAAowEQmZhK2cXoK04BMjm46ASPHDJYJh1E3wJO4/2uvZQnzXCDlXtuZ0Bp38jUWoBlwTRUO/RjeVwnnwQeMZVYAGBc9EOTrgn6S+fARSdAFhnjcJ5VRsLU4ijMAQCnFf9megLfJpmYjM53QCXWfnUXT9qlk14k1l88KbkbFyga9eE9ZhGT0bxg6HCidQdYmwxDjdmMRlpg90xt1hNHQIDQvtNQbZuPEZMRxrpKcJpE2zGjAcbGGpia68C2xn/lEw52t5TQIpfLw2LuyYXhnNxdUlJSRDUzvcHnpb4LFy7g5ptvRlpaGjiOg0wmE/wFEoVCgaKiIodt8M2bN2Po0KGi1wwZMsQh/ddff43+/fuHRcekUDyBGISqbLqK0w6TAmNTLaQghFjVUb3xgGoUCb3gLqaWRkEgdnd2OSiUUCDqmZVlrZ5T+QIUq4qyTrK99egqucjjYhKtv2ReMTfUVYjH+JO4XqbW+KR90DPdUdvAWZgVKTx1LuZsNy5QhJPzHmNDlXnMbxUkjQ1V0JWXOKiwmloarWrP/L5q8aDqgIdefS2Cqj/g9wFi0EF38SSMDVVmAdPO3lOm1kCe2Nlv96ZQOiJr1qzBf/7zH4fj//nPf/D22297nJ/PguWcOXOwZ88eLF26FJ988gnWr18v+As0CxcuxJtvvom33noLhw8fxgMPPIDTp0/jzjvvBGBWY501a5Y1/Z133olTp05h4cKFOHz4MN566y2sXr0aixYtCnhZ/Q0jteRL8Yk0rW3l9fDjE0NYEteIefbTXThhFdiI0eC2wGhsqnVLuPPXLqP9joyhrsLmVbJ1YmwvOAcLQ62tzliFOiRloIQPfEFPHpsGeVy60Lsr751glZGi13mKMiXP4XpTs3C3saXsOFrKjlsFSnuMjTWCd0hK2CN6/6h2clE8rR9XApjIppioaq5EPmO7J+Gze4d7UDr/wIbRZ9dQV2l2sFN7EYSYJNWy+WMtMRmtfVRyV91DwdIT21yxnXgppGw8AfMCDqdN8ptdMIXSUVm5cqWov5ikpCQ89dRTHufn877tjh07sH37dvTp08fXrLxixowZqKysxOOPP47S0lIUFhZi06ZNyMoyB2suLS3F6dO2wSk7OxubNm3CAw88gH/+859IS0vDiy++2OZiWFKCAxvGPhqcCXi6itNQpuQ5qpW5wFBzwWWcPXfj9XmKqbkepuZ6cDEpMDZUm+9VcSokDjr49pWgExcKWj2mEuLaUYidIMR3xuOpuqk8Nk2w88h3tkN4k3+psDgWQc2VN1mTwT+CpSwq1qqaz7D+UQuTEn7Y1oVVT9UwfSWcdiwtmJrrYXRX9ZqYQFrbmxCTqE8KMdMJeVy65AKGy0UEF3l7gzwmxS/5eMKSSd1wy7Bs9Fj2JfTGtuEdmEJxxalTp5Cd7egRPCsrSyA/uYvPI39GRobH+vj+Zv78+Zg/f77oubVr1zocGzlyJPbsCS+nN94Qht+3dgH/IysL50p2oQbmTPBkWJnoeYv7flcOrQIJ3+YmHBCzVaN0PNzdGbF/ZxhO4dPiiDIlT1St1ZNdRmNjjcBOWBYZY128AeDXsB2sXNnqfdb5vMDXWYNl0U9/6SwUCVmS9oL+hg2nLUsezkwe+DByJVhVNIwNVa1HCOwNXvl9g+EUUCRkAjDvwIsJhiZdE3TlJX4LV2PSt4SlXbuMZaDgWMhlLPTG8La1pVDcJSkpCb/99hs6d+4sOL5//35J3zPO8Hk/5oUXXsDixYtx8uRJX7OiUMIC/i6lLEwnEYBjqAB7pNTe5HGdJIUlYmgBIQS6CycEAaiNTXVoKTvutg2UruI09BUioRYs9/FA1UrSDihIUFUriiu46HiMyDerEjEBVp22qrbaezfn2SvbY2yossavBOAQYsK/cQDN5XK14Cx23n5X1Zk3Zr4Ar6s45fT5/UkYfxLcgpWrIIuKtf62X6Aw6ZsFTqIE6ti8xUxFstBpkrsmEnxVcf49+J6R9ZVnnH5r+M59QkEb7wJu8dTVPUNdBEqQmDlzJu677z5s2bIFRqMRRqMR3333He6//37MnDnT4/x83rGcMWMGGhsbkZubi4iICAcHOJcuOQbXpfiHjjC4hZpw9ThnbKxxGSqA2Km3ydQacNok8zm5EkxTncNkzNhYK7DjMumaYKy/ZFW1s7+nvZ2ZsaEKMrUGxKADgVntyd5OjBgN0DuxnbHH1Fzvc1gTKYxNtWBYzqktnFScNwrFgiwyFgmZiVDUagM+ZljVw+0EM749miIp26nKOqvWgKm/ZBUGZJGxkmk9xvL8LgTLqkbHhTFWoRYsJDmrS3sBz9TSGJTYim3Jt4EiIUsibIjtGQw1F6BodYBjaq4XLEAAgCwqTvB/U6uNpNdej1vblItOAFgWRNcEmSYJDMMIbESlvm/2zrJCQUdQgr1hUCb+uuFAqItBCQJPPvkkTp06hTFjxlg925pMJsyaNSs0NpYvvPCCr1lQKGFFONrQ2ONO/DmBnSBgFSoB84RNHp8BomsCo1BBd+FP6znByjMhkvZbrYlBjHqYdE1WJ0F8NSoxfW195WnBjqUiOVewOyqGobYCnCYBppZGmJrr/BQaodlaZr6qIn+lXCrGG4ViDyeXB3UhytkOHcPKzDbWF06I7wy2vv+G6jKwEZoAlVt4X8u4YhEKapocBUsH52HO4lHb/TbUVcBQVwFFQqZHO7CexsIMlx1LKcdmrFwFVhUFRqEGw8kFIWYsdon89iZGA0y6JjBypYNQaU5rqxtWGQF5bJq1fhlO4fFOMbGGuyGQqTWASAgRKeydZlHCl3tG5+HlLY4q/I9O7o4nPz8cghJRpFAoFPjoo4/wxBNPYP/+/VCr1ejZs6fVV42n+CxYzp4929csKF4i58LYs0wbpi0IlvbI4ztBX+noIdZ6XsQhD8MwYFp36hgZJ+oR1pUHP0KI04DVpqZaMJzCbmdTqAbLMIxVsBOzJbNMioShTRiBoOwN/Hh+/Jh7fKGd4cLPzocSngRy1JBFaBwWitxZXJLHZzh41rSomzIyLjALJ3Y7liZ9M4i+xS1HQg6LWE6EiKTMXNHjuorTUCTnuiUsW8YbWWSsQBXTGeGixUKIbQFQHp8BfeUZsKooB6c28thUmPQt5nFYouz6S+fAiTjDERO4BR6S49JhqL1oNbsw6VugrzwDmVoDk64JxKiHPDbNeo1J12xd6DA21jjslIvZ/jMyDpw2GYxc6VNsWH8SiB4wuVcqijJj8fhnh/yW56b7LsPPJZV47H/CPO+9PA/bjlUgOz4ClQ06bD9W4bd7WpBagEnWBM/RFsUzunTpgi5duvicj1/cthmNRmzcuBGHDx8GwzAoKCjA1KlTAx7HsqNTlOlH9SWKlfCYNngGK1dBkZwD0tIouursKmQGF5MKfaW0TaS3GJvqBKptimTxyaDn+daCVUUK7HXEvBs6g2+jalEbtLcbCpdJJCX8CWRfkUUnCARLd2NEWhwH6SpOW3eW5AnerUK7j7Ae7Be8DNWloraTYnbX9oKERcCWRcVBoVIDaBYtgaG6FJw2Gca6SrARWlFHMPz7GRuq3BYs/Q0hJrO3YU934iwO1lgZWLnSqYMosednZHLBGCjmNM3V4h3DysBpEqFr7Y+WbwjfkZC+6jxkEVqzZgvP8Q8jdxQwWFWUg22lPD4jbHYpTQF0VPnPG/ph04FSv+aZnxyFgjSNg2A5a0hnPDi+KwDg5z8rAyJYUu+S4c3ChQvxxBNPIDIyEgsXLnSa9rnnnvMob58Fy+PHj6O4uBjnzp1D165dQQjB0aNHkZGRgc8//xy5uf6ZSFIcCVfvdNP6pmP93nOIVnKoa2mDQe/Ds1olse5AMCwYL707euq8Q6aO9sqpjv6i0O7L3ougIjkHpoYasBEal2FN9FWlkEVowWkSYdI1Q3/pLFiFGvK4dIGQaWppbJ3cxIDT2GI1iXnV5KsEUyjhAsOwkMekQF9dBtZOZVHKwzMfeUyKdecy4IslLmwsxVQ4DXUVAhV6Tpssavcsi04Eq9KYd6+cDNSmlkbr+GFsqhXskhJiguHSea/j8Z6rdmIa4AJi0MPYVAtTcz0YudLcphdPgZiMLkPC8LGMaQC8nsDLEzJdmiDAnR1CN+4v5ohHEPO0FVmEVpCWVajDRqgEgE0HynD7iFzMH5WDZ74+FuriuCSU2ldtbBrV4di7dy/0evNYvGfPHsnvgjffC58Fy/vuuw+5ubn46aefEBdnNvKurKzETTfdhPvuuw+ff/65r7egtDFWXNMTs4d2xg8nKrDqyyOhLo7HeDsghkqQlkULA9vaxxuTRWhd5sEwjHnHU9cMRqEWnXCwnNIW787LDxYxCW0rHUIzMKzVY6G04wkbxsYacJpE6C+Zd0VMuiaBXZk8Ns06ATM2VgsFSxdedSnekRUfgVOV/olV15YI1kTKvt9y2mSrsAKIe1L1NeSJPyHEBFNLg0DbQGCXDYBhWVGBgmEYMK0xKz0ZgnQXT1qdvkgtHrlra1mYrsHBc+6F9hDkb9AJ1JIt7WgRcE26JredlPFNFMRMGNzBrQmjG0Kdt+qpYuFhGE4BVhVljmccnQDWjW9XIHl37kDcvPoX6++6ZnOb3Ta8c5sQLKVamG4mUrZs2WL9/9atW/2at88K699//z1WrVplFSoBID4+HitXrsT333/va/aUNoiSk6F3RkybtFUEvF/l65ISGM+lrpDZ7VLaq726O/FgGBasMkJ0wiGPTYNMy3fx7ruti6uJDcPJIY9LB6dNtsZRE8NQK1Tj4TsrcWUj6gwxmyOKawZ2jnOdqD0SpOHO3kaZH6qBlavCJv6fsf6SqM00YNY2cIaYmqSv6MpLYJRQIU6MUgBu7mDKWOmxz9TSCF3FaRib6mCoKQcx6KG/dA6GmnIHW1fALuSKmyGYTHpx9V9vEFN1ZTgF5DEp4LRJIelL8pgUKFPyIIuMCbkpQlacY2gUoO2YSHhbzDSt7+9fhEJ8UaKtzgvbKwaDARzH4eDBg37L0+fZoVKpRF2do0pcfX09FIrAu/6mhC8BNEcIKN6Oe67itvkDQojAFtId4Yez29H0BlYZIQi7QfTS6mCK5Fy/hehgFWrI1NHmyU5smmgaoVMf57SUHZf0pmiPvcBOcQ9O1jEnDoEOQyEmUFh2IRmZHMqUvJB5MeaPmZZJt6tYtS1lx0EIgaG23DE/d3bKRI65CpsiZkdoQUo19u1bBwp+O7NA0VedBzHoYKi5AGNTLXQVp8whm5rEdzj5HlUNtRfd+4bYOz9zU31WDJmIR1YuOh6sKkr0nLuwCjVYu/FTFqGBPK4TOE2igwlEuGI/Fwj0F97fI4g7ArDYM6X4QbC8rr94DNox3ZOQFS8d3osSXDiOQ1ZWFoxG70wDxPBZsJwyZQpuv/12/PzzzyCEgBCCn376CXfeeSemTp3qjzJS/MSkQroDE0iCIUcTXRNMPNtAKTUk/kddTOXIFQqegw+r8Mr7SJns7BP5EzqGYSSFQGv+XkwsLK7ufUVXccrlpJfiPR11RTrgjx3GK3X8ovHj4NpjLwTpLpxw8HbrLvb1rUjK9thWXIBJfEwY2SURl+XbFuf82b8NdhoVLm0eRfB1TFQk2sZ6VhUlUFH2Kr+ELMjj0iGPSYEsIsZ6nNMkgVWoIIvQhpXdpEeE7yvoEfz3NSfBsb0tp4fnubcove6uIQ7H4iIVeGCso4dRlVyGrxaMcJnnzYMD7WSMYuHRRx/FkiVLcOnSJb/k57Ng+eKLLyI3NxdDhgyBSqWCSqXCsGHDkJeXh3/84x/+KCPFTwR7XtJW55fhPDHmh8gAAEioZXGaRLMg5qU6J8PJzROEmBTrzh1fiLW4gAfMq96yqFjIImIgj2vdMbHzCG0/kfB2YsEqI6BIyPLZu6y+/KRP11OkkYWpU7FwIT1G2kPzP2b2cXJl+M5qM3k7EM4WbfyhPcGnX79+kKk11viG7too2sMwjNNy83d+/Nm7vXEgxLexVSRm+SZMAwLtEllkjFd58O34+QuZnCYBiuScsLHv9ZRg71j6kzHdpD368p8rSaPC5/cNF4w9lrni67OK3Lyb+FsRSC+6FP/x4osvYvv27UhLS0PXrl3Rr18/wZ+n+Oy8JyYmBv/9739x7Ngx/PHHHyCEoKCgAHl5bXMgofiPtjqmeGs/EYzntfeuJyWgMazM55VshpNL7nbK49LByOSCiRzfMQ7DsNbQAPLYVJc2VZ6WCzDHw9NdPGk9bu9R0Bn8SaQ8rpM5T5PRagcVKlWt/9w5BNe99mNI7u0vqGDpnL6ZMZKeRQc4sU9lVdGC3T2x2LSh4pHi7vj8N/M7Pr1/J3y8SzymLiNXeu1RWjQ/xvd4tqwlVq0TIY/fo0Ox7mioqwDRNYOLSxOEmvGXyQGnTQaMBrBe2rZymkSwqmgwYmFNwiT2pDfYLzIHw9zFnpFdEvH9Udcxa+3JipfeebZ/rh5pWvRI0+L+D/cBsAnQEQr3RASpd6KNTgE7HFdddVXr4pp/WswvcSwBID8/H/n5+f7KjkJpc4RkEA2ySpEiKdscc80Nux5OkwROY570MTLO6kTIX2pQjIyDIjkXxrpKyCI0AMO6LVgKM2LMZWJl1jiWoZoMdUuJxsmVk9F5cdv1pi0L4x3/QOLsm5yqVaG0xrXTFWdVZ++Uy1Vs2mChkrOIibAJOP0yYgDAQbhkFWowMrk52L0iAoaaC6L5ubsg5u4CoMUbLN+REN/DNTEZAHAwtTRKetAWsyH1BkVCJhhOIenUCAD01WUg+mZwMalW5zkWr7mmpjqYdN6HO+GTnxSJqkYDKupbvN7p5cMq2l/g+3DYsZwxIMMrwZI4Ka2rtb+qBpvtb+f4CJx04eVbMjuJQbGDfiLCjsbGRjz00EPYuHEj9Ho9xowZg5deegkJCb5plnglWAYysCaFEmq83nAJwWpmsAUgb4VCRq4CMZpX2vl2Nz6Xh2GsO6XOVttkkTEOIQ2sefDUiUO9ut5WvA06oyDNe6cfbRlnE7mr+6bjla1m+zlnbRzOavhuwzCYNaSzVbDskhSFP5vVAqHNPkalTB0NmSYRMBrcVu2Uqil+iCGGlYmPWTIOygSzcxGzkMc5mhlI3MtZCzEyudMwRu48m2VH0lhTDjYhA6YW26TeUGsTMDhNosO1nqDkZPhxyQjIGAYGE0GXR7/wKb/2iL1DrukSDmnaGq4cjZ2+ZOtzH98xBAOf+tZ5fhLjFt2xDG+WLVuGtWvX4sYbb4RarcYHH3yAu+66C//5z398ytcrwZIfWHPv3r0+FYASPH47Wx3U+zmbaIUz3k7uEqN9c81uammEsaEKnDbJLRUnS4iBtgDhebQ0NtdZY1X6E/uPG6uMgKmlEaxcCS46AbKoeAfnGJZdFIo4jxR3x/9tOuxw/NqiTvhkt7i6Y69OMQEuVXjij3Uld0cexknIi1AgmKjaVURKbgFOlQidQjjYXCvU5kUdD+wFtRHi7y2rjHBp08e39ZRFaKBVm3Cx0aYKS0xGEH2LVQB2d8GH4ZwLlp5g3kmVDpnEKnz3rCmXmfuRooOor//nziGorNdh04FSbD92EVWNztvKvtnnj/LNtt8bvG0Zp8KjB5m60/f1RnH7ZKkx0R0P2rES7zfFf6xfvx6rV6/GzJkzAQA33ngjhg0bBqPRCJnMe80yr75OW7ZsQUxMjPX/zv4o4cN5N1SxKN5zw6BM/P263l5fr686D5OuCfpLrmMvytTRLl3rh5IbBgnjTvJjaXprx+MOsgjzbhkjk0MemwZFcg64VodCYh9ITkLtLlTu0MNtenfbiBxcP9AxhujY7smS17SHTTdv8IujCjfrThYZPrFCGTBetTnfNtJTT6TjCpJxy1CzHfSTVxU6nNeqHSelFk/XrDJSaDtOCB4c38U6RhFCsKhIicKoRjw4uHU84efDOZs2CStCHpsGeXxG6/9THcpiQcxpDjEZnXqJ9cbbd0emKCsWAzrHYWJhCl68vi/2/m28y2vs+3V70CgBPNPKcueRa5v0uH1EjvX3XyZ2AyDcXBjVNRHvzh3oVp59MmJw+8hccB1kwSNUnDlzBpdddpn198CBA8FxHM6f9z7+N+AHr7C33nqraBzLhoYG3Hrrrb5mT6EEHaPJuwlilFKOa4o64eTKyU7TEULQUnbcHMdNxGEEMepdhsOwjxHmL8TchnvD36YUOBxLbY2NxQTQNozTJEEe3wnyhMzWe0YIJgP8yR0gPVH4/qHRAStjeyeYU4HMuPCJh+YPudJtbYkwnuBq42yaFPYCFB++MOmpiv0bs/pD3RqA/SaRsARrbhngcIzhWmN92o8Bykh0ijX3I2Iyghh0GJqXgCeuKsTQDMuOpS39PaOld0P56rQWz9ysXAllSp7weVvLwmkSzYuEUfGiwrWUer+9KnGwyIgLD7veYBHo2LRulcEPRSjKEi5Cu+uUB3BvPJexDP5a3N36Oz3W3E/4U6m1twzEZfnuqW9/ePtgRCk5jOginT6Mh8A2g9FohEIh1BLhOA4Gg0HiCvfwWbB8++230dTkaEze1NSEd955x9fsKW2IwTnhs4ruC4dKvYur5q5HLaKz2S/oyktE0+gu/CkqdFqd5jBtLw6YqfUrw4p4DvQnrFxlFRjtPz78yZs/YmL6m7bzsQysmjvLANseGo0jT07E/r+Nx56l47D94dH4/qFRgnRX9U3H7kfHOuyQW8iMi8Bn9w73+P78kCBRSvcmYbtPVUmeI7CpdhU6sUF1tespU2vAyLiALSx5g32f1WhibD+cOPliWBnk8RlOhc9gwHdEpisvgb7yjOC8OXC47SEH5cRj5+LLHfJ54TrbzimrUEs6AuIji9CanRkxDP46bSA+mDfIIc0NAx3t+ohB53AsGFzdt1NI7usPvBla28547Ah/t/DjO4bg0ck2wc8Tz93uLHZJ5SetCuvePZ3Nqdpw01jZtm0brrjiCqSlpYFhGGzcuFEy7R133AGGYfDCCy8Ijre0tODee+9FQkICIiMjMXXqVJw9K26mYg8hBHPmzMG0adOsf83NzbjzzjsFxzzFa8GytrYWNTU1IISgrq4OtbW11r+qqips2rQJSUm+uQGntA3uG5OP3hkxeGFG31AXxW/8/bre+PgO/+zeWSCEwKRvcQgILjV4GuxUYo2NNX73rOpYxoBka8679V9f4675iiIpG/K4TiFb9W8PBNpPFcswyIyPgJKTQRshR1ykAhlxEQ4u9BkA8VFKyUlGdkIkCtNdT/Dt6Zzged+QCiFi4e1bB2LxpG64eYi0IOWsXl+8vi84bRIUiZ0d3v9olVCAU3KsVR0tGPDnnhHR0WAYBoxMbv7XmadbuTIMVDqdT1H37dvncCwtRu2gphejto1r3nhujYyKRs9ujruhGhG1Xi4m1eFYMBCTH67q458FOq1aLvrNXTiui1/y94ZwEF78MdbKWAYxEd59d90RrqWET6m5jSuVYncE31gvnyecaGhoQO/evfHyyy87Tbdx40b8/PPPSEtzfNcWLFiADRs24MMPP8SOHTtQX1+PKVOmtC6IOWf27NlISkqCVqu1/t10001IS0sTHPMUr8ONxMTEtH40GHTp4vjiMwyDxx57zNvsKW2IGwdlhnTw9zcKGYtrijxfmXU1/huqy8Q9DxoNgMjkymRoMTufaXVCw/cICB8Mq50RKHmBi06AyVQLmTr0HkMZVgZGEZod396dtDCYCH4/b15ciFZxqGu2qZ1YnGmEA86+7b72kzW3DMAta371MZfA7ShITZQu75aE7/4o9yrPXp1iHBwbDcyOg0bF4ZvD5jydPc7U3mm479/izvKm9k7D+z+ftv6eOzwbGrXt8/7Y1B5Y9unvXpXbHfgqgwqORb9+/aBI9F/s2kDijt2cWBLHd8B2xFObUQuibv7tbuTKMVEgEXsvMkXiJfbPisUuJzv4YuxfZrZ5XDypG1Z+8Yf1+H1j8vHc5qMeltQ/hIOXZuc2vdL4S43XnXwkBUsv7+nOhurbtw7Ew5/sx8iYai/vEjgsm20WlEollEpHTa1JkyZh0qRJTvM6d+4c7rnnHnz11VeYPFloZlVTU4PVq1fj3XffxdixYwEA7733HjIyMvDNN99gwoQJTvNes2aNu4/kEV7PYrZs2YJvv/0WhBB88skn+O6776x/O3bswOnTp/HII4/4s6yUMEVqDAhB9A2/EAhvti1lxyXd2esqTklep686D2LQO3gGDFRYjEC1mSwyBoqkLJ+Dmbd1/nvPcHx+n81Y/vbLcpykDi3OVo197SejuzrvB+5mb5n0SKX397zwrTkDAmDX6XshXU2APa2HrsnuxzW0z1oRRosj7uGGYClyzH43xmCweRjlYlI8L0VrI9mrORNCoEjsDFahBqeVdprl+f08v0ZsTBCtG8+zDjjePG+w5Uqx+6nk/lkEdddUx54Ipev7S6vCSuxYusjPncWewnQt/jt/CLrFhF9vKygoEOz4rVixwqt8TCYTbr75Zjz00EPo0aOHw/ndu3dDr9dj/HibI6q0tDQUFhZi586dXpffV7zesRw5ciQAoKSkBJmZme3GWxbFC2jTAxCfbBOTEfqLJ9241gRWroRJ3+Jwzpng6W+8/fi4BSsHEFzboLbWNcOpvAM6S9tMO1t8Cea3wNWtvHbV7yRjv3h/tWCflZcF9nc9eNqE/PT213ZP1eCnP4XhRsIKkWdVKBTQ6XhjlYgzNfumKz1r2zH25h2wXCJTR1tjWQJAVreeYI4dgjwu3eM8/Y27j+XXdySEhIMGSSh2Tfleld2pA/sklnmEpI2lm4/UVnvRoUOHkJ5ue1/Fdivd4emnnwbHcbjvvvtEz5eVlUGhUCA2VuicKTk5GWVlZV7d0x949db89ttvMJnMA21NTQ0OHDiA3377TfSPEr6EIiZTR8PYUO2esGYyiTrrEaMt7PqJPbKxnUw2whFn4T88ZVrfdCRrlHjxemmbafumjPCzarG7CxyW+YlUcm97nLN5jzfdWLp8whPeqq/ZTz6D+aYxjLDUll+f3Tsc80flYtH4rqLX/ffuYUEonXf07NlT8Luh8oJDGvs21et8WzSz1qGd/Wyghk1vBBaxa8Sy8dKxOoDAPa8371akE8ddEzu59732FWeaI3eOlJ7D2Y8tgRwT/K0K29aJjo6GRqOx/nkjWO7evRv/+Mc/sHbtWo8XqgghId3s80qw7NOnDyoqKqz/79u3L/r06ePw17dv4Jy5nDx5EnPnzkV2djbUajVyc3OxbNky4SqjCHPmzLHahlr+Bg8eHLByhjMPB9G5Q1vC2w+b2C6OlPorACgSbJ4sDdVlVsc8rtSdAmmn6K8PgWhd+DLb8JK2pknhbXmn9/eft8ZlV/TAz38di4Qo9z+GXVNsqpNiQuGzPsR3dYatuvzbt+pbfHO37i6EhKfnSU+FDn6/ZVtnFYXpWjw8sZvk5Lx3Roy3xfMzwmdVJGUDAPLz863HWhpqglcazvbeBcLkYXLPFGgVBCuuclStE4M/Dsjc7BcB1XwJEyKd6PvdMdI7EwexanO2Ybh4kvQczhcbS0/HJGnnPVL5u3eDMBwag8b27dtRXl6OzMxMcBwHjuNw6tQpPPjgg+jcuTMAICUlBTqdDlVVQnvm8vJyJCf7b7HZU7xShS0pKUFiYqL1/6Hgjz/+gMlkwr/+9S/k5eXh4MGDuO2229DQ0IBnn33W6bUTJ04UGK3ax3GheEa0UtyrH98piaf44iQjVOQkOIYAkHILL4/PAMMpwLAsiMkEk77Zeo5hxb8kLKcEFxfYEBk5Cd45nbBHIWMRoZChUWdb1Q2BXOkR1xZ1wie7z+JaLxw3eYufNCGDjrNyi7Wzu881oUcyvvr9AuYMzXYrvWWCMr5HCv79yxmH81eKeKx0Z2xpcCJY+nPS7FCPXnYAl4Kgx4Kid+UAQhP774ZBmfig1XnRpMIUZMR6bger4lgYo1OsHnc1GtsCXjCFf8Gkm2X9vuvzwNg8jI86i/xk90LW8IsjpuIq1t7tRRXWa/z4+N6qwga3z4of99VfRUfuRTfffLPVIY+FCRMm4Oabb8Ytt9wCACgqKoJcLsfmzZsxffp0AEBpaSkOHjyIVatWBb3MFrwSLLOyskT/H0wmTpyIiRMnWn/n5OTgyJEjePXVV10KlkqlEikpnhvXUxz5793DrIGq7fFWSHlhRh9c0TsNu05ewn/3n7dOGIKFt4NZilZl/f8vfx2Ds9VNmPy349ZjiqRs6MpLIFNrrLEcicnRdkcKWVRswMKMWEjSqFwn4jGmWxK+bZ2kb394NJr0RnAsA07GYvvDo/HQJ79ZJ/HOJhtTeqXis9+89yLJn1i6Q9/MGOw9XS04tnxqD0zokYIhufHiF3UU3JiQ2AtX/MmPmODlziSnR5oG/5jZF7tPVTm17/xm4QiMfW6bIN9REoG0r+rjaJf2zxv6ofvfvhRN//freqNfVizu/1Dc+yoAcH60u8qKi0AdT4j12gNkiFckQr0gsvyKHuiRpsGFmmYsGNsFLMvgv3cPwxvb/0S0isO8y3Iw5u/fC655c1Z/HCuvx6j8WDSWleCD2wZhR2UEZg8X87rKwFBXCS5afGyIlxugN5rHck7jXhB4x1vYalEemwpDbQU4bTLiI0O78M3XxLQEvndFWMqVoe6kXuJJzEk+Dld50Caetl8oFpPaA/X19Th+3DZHLCkpwb59+xAXF4fMzEzExwvHG7lcjpSUFHTtajYv0Gq1mDt3Lh588EHEx8cjLi4OixYtQs+ePR2E0mDitfMeC2+//TYSEhKsbnAffvhhvP766ygoKMC///3voAqeNTU1iIuTnpBY2Lp1K5KSkhATE4ORI0fi//7v/5zG3GxpaUFLi82pSl1dHQDAYDBAr9dLXRZ2bFl4GUY/t9362x9lz4lXSeZjctNm0J5BnbUwGQ3ol6HB1j8cbVuCgTd1w78mVi1DrNq2IsyqosCwMgdX8e/d0h83rdklOMYqIyGPz3AI1G3SNwc8MLqnz63lhTRIiZYDkFvz0ShZ9MvQWgVLqZ0elgGevrqHT4KlmvPMK11OQoSDYKlkCUblxwEgAXuv7fO1jzVlMOi9Uoc1GPxn72PQ66HnfRlMIosfjvez1bPe4LjbZ7J7TrH6lcsYyGDCwCwtQIzQ68WfKSvWtvhhMpqctpVBpCwcY0JshBxVjcLr5DIGU3uZ1Yf4/Ya/6q7X673ajTEajYJyfjB3ANbtPYe/TMjHXzfYwoCoZcBD4/PxzNfHHPJw2iftnMs0tehhMtpUGO3r3xWe7MoSEIFHVKPRve+iL++Y/bUMgOn90qz3NxqBgpRIPH9dT5GrzbAwYd6wTBiNRuw/awAL4P6xXcAwjDV/lmVbzWsIjA1Vrf3Ssdx/HaZFbXPrcd77G6XkcP2ATnhjx0mXz2Ti9RFWGQlFYiRuGpSBiQVeCqoSGFvfCW/qX6wfiX3njV6op1jKYz8m+mssJsTzcd0+veW3q3yMHiwY8/MWiz3o7N11Vg5ChGOjgZeP63rwrK7s58KW8c5otNWDJ/lZ0op9e/hp3G2PYCH2vXHGrl27MHr0aOvvhQsXAjDHl1y7dq1beTz//PPgOA7Tp09HU1MTxowZg7Vr10IWoJB07uCzYPnUU0/h1VdfBQD8+OOPePnll/HCCy/gs88+wwMPPID169f7XEh3OHHiBF566SX8/e9/d5pu0qRJuO6665CVlYWSkhIsXboUl19+OXbv3i1pYLtixQrRmJzffvuteNypoOJeE/5jiAG//bhFkH7Tpk1uXy/FV199BbnEIvtv5QwAzzv3N998C03rIu2J0yx8iIrjFSaTqbVuLEjXETHqrSvZn3zyCZRKpeCFZmRyEKNe0i5y366fRPNn5Uqo5Sya9LaBlXgRdNtTPO0TZ8+ehaV9hHVm5o9ztj5gFkbEAsIRfPnllx7d156SP0sg1k+amppE73n2zFmH9I7ldyzPtdlGbCtlUd5sy3NWvhHvHBP28/QIgnONDKbnGNFiBP57SgaWIbx7mPM+duwoumgZHK1hEasg2LTpi9Z5qWd1sXvPbnjzronx9ebNiODd/ozIO2gOGm+7X9WlKljq+ftt22Bf/v379wvSi/Wzmupq0T4kjvnaI0f+wKb6w4JjfOzr23JMp5PBvl8Yee99dbXtvHmywFivbWp0vFbBEiSpgbMNwuN94kz47RKDtMbj2LTpuODcCCXw49bTuHDBVr+bNm1CJwBahQw1OlteXbQmp+9mp6YTgnP/3X0KU7NMsNS5suyA5LViZMmqccjN/nRjtg6bNn2BtAgZGg3AH79swzGHV1GqbdwvUxRHUG9gMDbdfnx2F+G9fvn1V9QdMwtA9fX1YBjGwZNibW0tysvLkWJkIGNY5HC2PnprFwZvHZVhZo4RJ3/fjdJGyz1s7aaV6VFoPC76nFFygnq9Le3BgwexqcLWTkkqggFsCb76skT0em/ZsWMHElTA5s2b7c6I36OluRmWZzr8217YjzNx1UcgY2TooiU4XG1u+HhSA0++21d3Nlrrlf/NKM4w+mWeAgBVly65Ncbzsb+38HrpBcA/T/wJT+ctmzZtwv5K27MnqwmMJuC3X3ZIltNZ3ZT8WYJNm05Yfx/gzcek3x9zXnqd3u05EAD88MMOnI6ypdu7dx9kZ/fi5Enh2CZ2LzEsaS9elJ7/8fNz7MuhweJ7xl1GjRrl0SLeyZMnHY6pVCq89NJLeOmllzy6dyDx+W09c+YM8vLMuzAbN27Etddei9tvvx3Dhg3DqFGjPM5v+fLlokIcn19//RX9+/e3/j5//jwmTpyI6667DvPmzXN67YwZM6z/LywsRP/+/ZGVlYXPP/8c06ZNE71myZIl1pUEwBywtKCgAGPGjBG4FA4F9//4tVvpxo0bh9raWpCdv1odAhQXF7t9vRQTJ06EUkJ9q3HPOeCE50G5x44dY3UYcOSb4/j63J8+ldGCqbkehroKcNoUsArzrsdPfxmJ0c9tFwhw4wqSUVzcx/pbrI4MNRfAyFUw1F4EAOia65GTY3YCxTAMevbsCY7jgE/fQOtB0TJdddVVePbAZ9bf8jibfZ+9CgwbQKc9FjztE506dcIvF89br7XnzLYSfHbavPvCyGSAwXEFkmVZTJw4Dg/+/I2XpQZycnPwXelJh+MREWpU6ZodjnfK6ISfLwpjg9qX374efl82FgqOhclE0GIwQSVnoTcSKDgW7yy1pd1w52AUpmugM5isqo2P6wyIUHAOeefnd8ELo3LQYjBBIWPBtra5p+9lUb8irD6yz6NrpBg/bhw0PHfzO/97CCg/K0jTu08fvHv8gPV3fHwcTtSZHQgMH34Znt7/oyB9H7v0Yv0sPi4WxcUD3Sqj5dpu3bqh+LJswTE+ljblnysuLsby/VvQYBCucrMMi+Jic0DpN0//hDMN5gDXHMehpXW1v7i4GM8c3ga0CPvUL0tG4Y4PfsPZEqEThbXzx0IuY52quP6vai8OVF0UlPep379Hjc6mJfPZgxPAMIz1OXp30uLf8wZYVdYUHIvH9tieUaFSoV/frnj7mNkz+zVTi7H4V/f61G9Lx2D9vvP44uxhl2kt7wQATJpEYCJEVFVYqm086ed7l01Ao9175An29xo4YAAuy3e+MFxZWYlTp05hOIBpOgPUchkKCwuhVCpRDODB1nd8z55kHCmrw/snfheM9VqtBsXFQ0SfU6lQol5vs8Hv2bMQxQMyrGkjIyNRXDxctOy+MHz4cPyxawfGjRsHudz2nkvdQ61Wo7p1DB0yeCBS8xvxt09tfeO6qRNx7RXmHX+dkYBlgGe/PoYfLrgXJqtPhhar5g6y/uZ/M/5xuzl4fEnEn3jh2+Oi17tLXFwciosHCI65qlf7Pmp5P/V6Pba9I/29ys7JBko9CxNWXFwM2e8X8NbR/QCA7xebYxNWNerwt91mNe7+WTHYdaoaAHDksXFgWUbyGXJyc1A8oYv1d8Puc/h363xM7FsN2OpDrpBbx0L+cSmmTRqDxGilNV2fPn1Q3DsVuz7/Ayg7LXpPZ3la0q6r2I3D1ZWSafR6PTZv3uzQl0PFuXPnQl2EsMBnwTIqKgqVlZXIzMzE119/jQceeACAWYo27xZ4xj333IOZM2c6TWPxiASYhcrRo0djyJAheP311z2+X2pqKrKysnDsmKPqkQWlUinYzayttU04wqEzu8Off/6JlpYWGOsqrTYg/ii7Qi6HXGLS5O1WvFwut5bNn/ZM+mrzavSYNBO2tC4sqZVKB9ODBWO7Oq0bY2MNjE11QFOd4DjH2V6nQ4cOoW/fviBGy+RVXLDMzc2FPDYNppZGyKLjhF4A7Qomi9BKlgmAwFnO1kWjMOrZrU7Ti+Fpn+CXV+xafh+QDJbMAAqFb31RJtFPpNRKWRFvi86eXcmxiFTbxgDLcCBm/RSpVrT2YdsxrUTeLCuDQqGAr/7DNBHexckSQ6lUQC639WVWxJmUfX0rOFs7R6gcHyYuSmi7K1bXLMt63P84mczpNWLn5HK5pLmRLb2t3/Dth8zXOvapSJUShDgeVyoUkjboFvj1K/Us9g7mNGo5IlTSbc6AgYzXJp7UqyZSJdrmYvDfCU/xtK3lcrnke+QNMje+33K53DquazjLLvkRFBUVmfOQmbB3715wHGetb34vYFlG8h72YxMnsysPI32tL1ieh/+ddQbffprjOCjlwmmjQi63fqctvdTd/gOYxw5+OViZ4/vgSX5SJGlUXvU5qd8qJ7Nnb8pr7mu2d1alNNemTGdbjJXx8lUqnX804qKUgvLKROpVCkJcpxmaG4+dJ8xCX1qc0ERH1jou8/uOfX7/vXsY1u48iQ17HYUxS1pnXpH5+bnblwMNfw7YkfG5FsaNG4d58+ahb9++OHr0qNXW8vfffxcIgO6SkJDgtnrpuXPnMHr0aBQVFWHNmjVevcyVlZU4c+YMUlNTPb62LWGxETWHv/CfzYaXduVOEWQZAK8Ucpagpcy8+qnXjxYYquurSnHpYimQJr07aGyodus+e/fyHIAQaTsJVhkBVunoxZA/+bW3zRTjyj5pVs+Ynf3k3dWfhJNXWF8CwLsiWB4Rp2YaEZOWjQilHMPy4nFtUSdsO3oRA7Pj3LZXHV+QjK8PCe2Yo5zEbgOA9BhHBx5RSg53jMiBwUSQmxiFecOzwTBAYrQSB87VYoSEcx0+3owlgQoe7o03Q367KzgWtwzr7FKoDBS+emMMRWigYOOOCpor262DBw86HuRNhp05NQmVwyVfPf6646jFk97j72pQy2Vo4tlnr57dH+/9dAp/u6LAIe0rN/bD/Pf3OM3vrTn9cevaXXhogjAea1E8wfsSm6hiXatXJy1+O2sOWxMfqUBlg5txT3l5uRrvRnRJRHZ8BM7XNOMWNz1re0vPdK1VsJTCWT/onRGDp6/phWa9EcPyEvDoRsd3qf2PQu0TnwXLf/7zn3j00Udx5swZrFu3zurFaPfu3bj++ut9LqAU58+fx6hRo5CZmYlnn30WFy9etJ7je3zt1q0bVqxYgauvvhr19fVYvnw5rrnmGqSmpuLkyZP461//ioSEBFx99dUBK2t7JhBxAvl5epo7MehhqC6DTJMAVuHag92ffx63Dl7G5nqYWhpQebEcgHhQbwC8XUj3Ydwoiz1cVBxw6SK4KPe8lIbCE5+r5udPcKUErlB4lPP0np6k96Qd3Hl9GEY8zzHpBMXF3awrtfxYkZ/99rlb9399Vn90XmxO+8y1vXBd/wyX19wxMke0PEuKu1v//+gUx0mcPTcOysT7PE++3giJ3g4/jS3+D27O799Hn5zk9/yDSaCHEm89XQYbi3aSFL44DWkbNSB8x8Tet2DECvZkTI2PUoAQ4Fy1WWNuTPdkjOkuHtOvuGcqTq6cbB0DAeC+Mfl48VubBtvl3ZJxcuVkh2tlLHDsifHIX+qemvL4gmSrYLl0SgEWfLTPrev4j+5q7+SdW90zJfALfmh2Bcfi1ZvMu/+P/e936I1UlGwP+CxYxsTE4OWXX3Y47spO0le+/vprHD9+HMePH0enTsK4c/yVyCNHjqCmxvwyy2QyHDhwAO+88w6qq6uRmpqK0aNH46OPPkJ0dDQonhOITwo/T0+/WboKs12D6dI5yOMzrGE9BPnz8mxqagYhBIQQGFpVZaU+lIaachibasFySpgMLYJzH9422Gm5vAl0zUXHQ6lwrv7KJxSxwzy5pXSwZN/7UTi5O/d3OzAIzsqtJ4KdPza0nryqEAvHdUHRk2Zbpf5OQoxIkZsk7SVZ4USNXsfzVpibGIkTFxswqqvNM/jg7HgcPFcLucyxZ2nVcuuklY+3dSJW7f7oQr7kEegNy0/uHBLYG7iBO48otav5+++/S3u85y+MejAs2acN1Ijm8aKaffIAD7VhGaokaDhWLr8+fNHQCEW9enLPpGiV6LhKaXv4RSG4uroaq1evxuHDh8EwDLp37465c+dCq3V/Uuwpc+bMwZw5c1ym438Y1Go1vvrqq4CVqSMS6MVKXwQGfeUZURVS/mq55X9E3+JwzB5jk3n12l6odAXLeWeH5KmAEu4fZK1ajpomxxV+f5Rbqh9KHfdURdGTfu4PYVt4b4ktSz/jiSWBJ57spGAYBvFRSnz34EhsPXIRNwzKdPvaDfOH4nBpnSB+5dpbBmDOml8BAJ1i1fjoDkfh5bqiTg7HPrhtMP63/zyuK7Lt1j44vitSY9QY2z0Jk1/cIUgfHyVu2xTtzOjKCckexo4FXO8S+do8/mjf9kB9fb3o8ebmZhw5ckTiKvc0boIlSLq6ryvkLvwc+LwoGD5rgn5D7O3hv1LSz+x4JX8e4MvusCdvNN95my8Z+qqST2mb+GwRvWvXLuTm5uL555/HpUuXUFFRgeeffx65ubnYs8e57jol9CRITJLcxelA54cVfH98dEy6Zugu2Nxua3nORaJUHEwE0F+yeb309pZFRUUoKioSLKjI4zMgT3CtXugPfN1leObaXm6l+8fMPl7l/+5ccTUd/u6RPWtvGYAeTuxdLXjSZr0zYnDfmHzcNybfeuyuUbl+yz8QO5bBwKfVcB8mEDmJUbh1eDZUcveF/b6ZsbhhUKZg/CnKirX+/6M7hojagg7IdtwVTdaoMO+yHGgjbJMptUKGucOzkRXvvq3yyzf0czstn/mj8tAzXYsV02wxF13VpquW8nUsCIX2Q6CJsF9McuMR+buSUVHSu+OCONhuvkb2i6b2r1+4qAv3Srd9z9wtkb+7TzAFlEAtqnj7TgpUYQPcJda0fm/fmNXfdWI3oAtcHROfBcsHHngAU6dOxcmTJ7F+/Xps2LABJSUlmDJlChYsWOCHIlL8i3BkcsemKtgwbq74uoOpuR76S2clByhCCPR1QgN0BoxPA1p2djaSk5PRvXt3UVVce24dJm5kf8/lrh328PH24xut4nBy5WS3+8KVfdwPscNvy16dYkTTJEVL19Gorkn4/L7L3LpXtJ3TmUd4Nn98/nv3MMRFKrBwXBecXDkZJ1dOxl8mdnOa9z2X5zs9/+hk2708EUbcIVgr+p6shvvyuW+POxSAeUfe0p88IUWrwv/uHY7rB9p2bF0NP4Guw/bou+fQ4xM9bpuEhAR069YNffr0cTC54ZOamooWS8gqE89+V6Kh7hiZI1jMYhhgULbZln72ELMwy1/48ieedh1WoNrrqEPka18MJzMGfyH2/nr7feY70po9pDMAYFJhikRq3xjd+r3tnup6MXdST7PDyzSto8YF3ans2PisCrtr1y688cYbAje7HMfh4YcfFsSapIQOswfU1oGoLczqeEXMjHf0liqFxdMrH0uIEan8AcBQf8nhfF1dHTQa9+NG5ubbhECZTOZ0EmLPo5O7460fSqy/s+Ij8Mas/shPisKqL6XUrYR8/9AovPCNdMgce/plxmDP6Wq30wcaXx1AiDuV8N+k5c6ROU7P3zosGz3StMiMj4DWHTUiD2CCZGXp0Wp4B543hMMiujtN5U0xDz1ujl3n7Bn/WtwNT236w4vcvePKPmn4v6t7uk4YICIjI63/JiQkOARBz8/PF4bWYm1zIbF2mtwrFX+Z0A0MAwzJjUdilBK1zXrrgtSjUwpw4+As5DuxH3bF27cOxNs7T+K7P8q9zkMMd4fp7AT3v9vu5JkZ535+vhKo99sf+Q7KicM3C0eiU6xNGyMjTo0zl5rQk7ezLEaqiADoC30yYrBl0SikOFHl9/WRg+EYiuJ/fN6x1Gg0OH36tMPxM2fOUIc4HRz+qpW33squ6JWGBWNdr9wam8VtYaTgD1icyIy6tFQYroEQaXVNAJJCqNJJYHQLrN39VZwMXZKjPRpUI5WcR7useT5MWvj4Y2XSb9/xAH6DXLUFyzIYkhsvqn7pK85Uhf2JzM3+xjBMh1qRbptTG8f2sQ+XIEaEgmu9Wrp9M+OCG8qof+c4lyFwvMGbPiwWm1mj0ZjHh9aOwsh4gqVI5+maHA2WZcAwDLokRyM2UiHQcpDLWI/Hf3uy4iLwzLW9cOfIXPTOiPE6H3sYCHcwn5/RW7Sc1w/MxKwhWSjKisU9oz3TvBHDEy0Zse+5JwRK3dTb5uSrpbMMg7ykKIHZwAfzBuOOkTku1VdHdknEQxO6Ys0tA7wriAjZCZGi/gosRaaqsB0TnwXLGTNmYO7cufjoo49w5swZnD17Fh9++CHmzZsX0HAjFO8gBjdjJ/kZd+LYWdDwnGCwLIMFY7u4vMZYV+EyjQWlOgJshG11b9kUoRokwzg6bTDW2e1qAuA0iZBFaCCPc/+jFyhYhgnJVN8fO4J+cd7TZqf/oflwpmlVeGxqDwDAzAEZ6JYSjcu7J7m4CshJjMS0vqHv78HEvoWC02b+v8fgHPe97jp/J/3juKkt4qzcWdl5kMemgmFDE7vUnvgoJRZP6oZsD7R+RLF3MsT7fXVfcc0cTsbi8SsLse6uoVg0oatTFWR3uoKMZXC1i3EnOyESyRql17bOFsb3SEGX5Ci3nYnNGpKFvKQoFPDUR+3HiO6pGtwxIhddkqNwo9N8nXuFFSMjLgJLJnVHiosdSYZhcPfoPIzu6nqcp1B8wedlwGeffRYMw2DWrFkwGAwAALlcjrvuugsrV670uYAU1xCTEbpysyolq4yELCoWrFx8kGFV/tmpCiReTTpM7seli0tMganFpjZbmKbF3C4GrD5qfh3EViyNjdUOx4jJCE7j/0Ham8dnEB4qeqHE0fanbU5eg8HOJWOs/195jXtOmwDguwdHAQjPvhaGRQoY3niF9aTNTE6MLP1hfxkOb6Y3fbilRdojeGRUFFilcDc3VM/prHv4Mi4yjP+tafyxKPjCjD64yk8LXkqOxdcPjHQ7/eNXFgIArnl1p+h5vlBtyfe/+84J0jjTdLHfsWyviD3aFb3SsP2Y+5sGlPDAZ8FSoVDgH//4B1asWIETJ06AEIK8vDxERARPJ76jY2yosv7f1NIAU0uDaJgNQKim075wzw6NYWVQqiNEd24ZGQcQ4vaHUxYZI7i76P2C+B3wxJOjvxwk+Wf3hvjFZb3YhKk9fIdZJvycqTjs4nlQvkA1CV8FTkoFPTbC7BE6TavC+Zpmp46jpAiGUO3SeY9bebgu6C9/HYP3fj4tCAgPOO9v/nj+SKX7u3rh9Ao3NXkWZ090TPJXYdzE3z6qQ6UdEu5qkfxa8aSoH94+GN1TpP05BNMrrP9xvyJyE6Nwtkr4fl1b1AmZ8RHITojEsQv1ePiT/Thf0+zvQlL8jNdSRmNjIx566CFs3LgRer0eY8eOxYsvvoiEhAR/lo/iBgznPGSIQDXHFBx7rWBjbwMpi4gR3WV0JmmwqmiAGGH5RNTV1YnaCSsSOwMMA4bxWZNcFG9WlD1VhW0PAhefdvY4AliGCbvwD2FWHABm+8C/FneD3kiQECUUGF+Y0Qf7zlRjTDezhsF78wbh5S3HcbcX9l9BESxdnPfm/RXLM0mjQl8RGzxn/c3Xvnjv5XnISwq9/wVvHqO5WXpSG05jEF/482VR6smrCrHntG3hOiA7lm7mF6whx9vn87Z8g3PinefrpziWocCTd+yZa3th1VdHcPNgW4gflmWs9ZOsUYFzEVOVEh543UrLli3D2rVrMXnyZMycORObN2/GXXfd5c+yUdzElYBDeGqixqbaQBcn5LAKNVi1uMovMRrAMI4qwQzMO5CsWmv9JB89etR8jd3oyMg4BzuakA/4wXEcGjD8UfRQBRz3BXc+vG1B/cmTIgbyXbl9RK6osHhV33Qsn9rD6igrJzEKz03vg9xE16YB9qW136UvjA2/xTpXAdoBYN7w7Na0jqmd7Q758q6maFR4cLxrJ0JtkXDYnbTel3djX3b6bhqcJXifGAT+W+dNedvAEOk1/OpoazuWd47MBcPAhV2pmSSNCs9e19uvzqYoocHrHcv169dj9erVmDlzJgDgpptuwrBhw2A0GkU9p1GCi6mlAYwiAsQgbRMSaEK1q8HFpgJgwCojYWppEE+jSYSRU0CpVFptgy3ColClhQAuPMICgEJiJc0btSFvPh4M4/lOQmG6BgfP1WJK7zTPb+hHCPF9AtY3Mxbv/HRKcIxhgImFKfjX93/6mHuICcPJhL0wEo47mIEiGM86pVcq3vnxlJMUvnWKo09OgqJVXbizSNzVvpmxktf6EgZDFkYz484Jvnu3jY93vtskFQYpmNh3V0/vb7/4EqoW7AhjTF6SY5+M52lfhHwB200sbdU5IRJHnrCNNZSOgdeC5ZkzZ3DZZbbA5QMHDgTHcTh//jwyMtwLtE7xD8RocDimrypt3bkLvcpRsLHs4MpjU0VjW2pUcjCsDFxUHLp3746jR48iKTUVqAXAsIIv5549e0CMesl7fXzHEMhYRnLgTItR4cRFceFWuvweJQdgDhXh6Yf33VsHYduxixhfIB1s+b93D8OV//zB8wK5gGMIDMT2oCzLYOPdw9CsN2Lm6z85pE+PUeNctaN905ZFo3CkrBajuiaKTngWjuuCglQNhuYm4JeSS+jVyXmsr3CjMF2DxhYj/qzwrA8FGl8meW1jaiRNMOa3fy3ujvd/Pg2jhB6jqzFCbNeHf4w/XuUkRuHtWwcikTeBHdXV5sX7iasKER+pwMa953DP5XnonqrBmjkDkOZFaB2vHJP5ucNsuu8yXKxv8SrkkkKhgE5ns89XqWxO8iJEwi6ILSwagm0wbXc7X6qTYZiQaVA4qzX/Clz+8HTuXRvnJUVj7S0DkMyLDRkXqcC/bxssGtajLUCFyo6H1y1uNBqhUAht+ziOs+7+UIKDSd8Mg0SoDZOuCYYaYYBkKW+x7RV7L30AMK1fJ0wqTMH/XV0ImUzW6mzKnI5hGMTGCt3y6yvPSuY/MDsORVnSq/uvz+qPEV0SkRUfgRFdEgUTNk8YlhePmQMcF2yUHIs7RuQgUsl55ryHAWIjFbiyT7rTD1ag1FLENi76ZMRI2pvERMhFj2cnRGJiYSoYhnGYXDAAlJwMV/ZJR2K0EpN7pSIjiIG2/UGvTjF4Y7bz+GShoANsHlhxeNYgPLxKLsOVTjQJXE19qxodF8OcFXtkl0QUpNkciPDfpfykKBT3TMXrs/qjV6cYAMDobknomuL5oqWvMQb9QUGaBiM9CH/Fx37RnK+d1SNNg5kDMpCT6PjNWTTeFjLLmcddb5k1JEvynL/D44TjplkYFslrRnVNQvdUoTOfIbnx6BNCFdF/zOyDsd2TcMuwziErA6Xt4LVgSQjBnDlzMG3aNOtfc3Mz7rzzTsExSmBxJvSIYucV9pp+ZhfdgQjsHg5wMSmQx9smAwwrg4Jj8epNRbhxkPjHuHN2tt/un5sYhXduHYjvHxqNd24diLW3DHR5jdgq932X54uGhVh2RQ8sKe4OwNP5bvh8igM1T28rakOuyE2Mws9/HeM6IY/LW53UjC9I9vn+FvuYYXk2oX+sXczLeZfluMznvsvNtloW9/xtlVDFHgWACT3M7elOfdvTo1Vw5McJdgd/vkVsGAiWvhATE4O8vDwkJCQgMjJSoArLMAxWXtML94/Jt13Q+rj3XG47FqH0v2f2jNgIpPLiGAptLIVpfQo3ApuzmTQXcRPdztOuPFe0Lqj0TBdql1iEGosDLj5DcoULkosnmWNTz3YicEvRKda7udC9rePb1X3T293C25V90vHm7AGIdrPvtrfnp3iG1yPc7NmzHY7ddNNNPhWGEnhMzfWC33lJ0di7dBwa9UYMW/mdR3mFy7zd2Fhj/T+nEa5EMwwDRm5T8WKVrnesQu0sRdwuR7xM/MN9M2Ow+dAFt+5RmC7t3twjvPyCeOpcor3a17j7WMkaFfb/bTwilDKcqmxAhlaJL7/8QjL9m7P6o7pJj3//chpfu9knpChM12Lv0nHQqm27xqlaNfb/bTzUChnqWwyIi3TumRoAFo7vitlDOwtshtoCDs57QtgXX72xCNVNerfq255olRwHlo8PqWqazIuxNVThLaTQarXQat1TqQ9myaX6ZZ+MGHxxsMz6Wy33XqWSYcyqmfuXjfcpn92PjkXRk9+Y87Q7lxUfiX1/G4coOyGmX2Ys9iwdhxi1HDl/3QQAGNElES9d31cwNgFm4XRobrxX74nKy+ca1TUJux8di7hIBZZ9+rtXeYQ7of4MD8tLwOlfTju0NyW88FqwXLNmjT/LQfGC2tpaLBqXh2c32+wIHxyXj//uO4/jHtj1xUYq0BKA2EDNeqPrRH7AUHvR9kPCQ64sQgtTUy1kGsfVTgAw8kZMBmbbGWeu5QOJ2GREaj7GPzxveA7Uchkuy3dU8/rs3uF4+bvj+PJ38wRj5gDXXtoCSSCmtuE1/fQP/GfStqoD5yVFQ6+XtvsFzDtD3kyqpIgVyctSnjgX4Y74tDWhUgz7yZUHIRk9Q6RD+9qu0arQTshCvWjXUeAvRN4yLBtHL9Tj15OX8Mjk7oj2cMdaDF8n9q7GgZgI8T5u3/c5lpEsSyjGmvYwvjnDXaFbLgvMe/7o5O7IS4qyam5QwhP/62RQgsaZM2cwPC8BX+46ij9MKSAGPaYU5WB3bSSOX9wnSCuXy11ORj3F1dARaCcF2QmRKLF3aiIxceE0iYBG2q5Gx5OBNWo5orp0wW+//eaQTh4j7egmFPAfV8GxuGWYuBpvYboW/7yxH25Z+yu6JkeF3DtjIOaXDuFG6ByWEgDsd9inZgYo3Eiotwda8adKeajHnWATDmOQgmPx9+m9rb99mQcEYve4PXaJ9qphM3toZ3x7+AImForPg+67PA+/nqzCpMLUgNw/Uslh7nD/mSpRAgN119SGSUuzOXcgeh246Hh069YNcqWjjUBubq7b+Zr0LWgpO46WsuMgBu8/QoEeXLcsGoWTKyfjs3uHW4+5o+rqCgZmQbxPnz6C45w2ySH+ZUDwIB6aJx96GcvgnVsH4pHJBV4WzH94Opdwryu1wxkKJezg98VjT4xHTPvepPALFqdlHc35R7DUeBnGdyE2stWJm8XR0IDOjk7pArMg6H2mvsTopHhOlJLD+vnDcPsI8fnkwvFd8e/bB1NPsB0cumPZhomJiQFgnujIooXG67KoOBjrLwEw77JZBm9LrEZn6CvPWP+vqzgFZYpjwHF38DSuojcYjbatRlmExhpqRAp7b2sWxL5tMpnM6vVPptZgdO9cPFLcHRNe2OZ9gd3AE1XYtipLBWOVui1UTaYLL7U5ib4tZNCJl/8JVpXmJQdhEStIvDGrP05WNLgM8XFZfgIenVwAJcdi1LNbAYTHrp+3iNrLB+hexM6cw1N+fmQsLtXrkBkfgYmFKciM8z3OZ0cllA6+KJRQQwXLNgzDMOjXrx9itl8AUyH8lHBRcTA114OVK8GqokLiITPQ4bqamppQWVlp/S2Lch6sGoBb9iX8qiooKACnOQRWHY3uqdFeudj3FPGmEm+/QNgsaVQcapsNSHDDXsSVl0eZhJzPN8Fwp5+4IyA5qsKG74z0g9sG4ec/L+Hqvumi5/9z5xBsP3rRaRgBSnCw73nBmjLOHZ6NJp0Ro7qK24W7wl8CsD9eI7mMRX6y67GTYZigjLGBJFTjDl+Y8aYIUUrO6jAnLyl4bRC+o7T30PU8SkeG7le3A8Ti9wGAIiETnDbZLo3nI55JL+7ExtUHNJA7lsamWhw6dAgXLtg8XrqzG+vpR0yhUEAWoQXDsCH1TuiO8x5/8cLMPkiMVuLZ68zhTW4enAUlxyI2Qo5HJ5tDm8wckIFuKdFYPrUHClI1uLaok2he1w/MRHZCJG67zGwX8cy1vZCsUWJ2vm2n2T623Tu3DkRStBJrbxngUbn5ueQkRmJaP3GhLRwYmpuAB8Z1kbQ5G9A5DgvHd4VcSjKnhI4gzRqVnAwPju/qNE4uJbwJpowp3LEMzI3DeK2OQqGECXTHsoMxuksifqg2CwbuYomVqUjIBOOBB8hAQUxGGGrKAXRxmdYb3Ant4W96d9Ji/1lz2JSLdS0O56VUJntnuOf23hMu75aMXx+xeV174qpCPHGVMPYgP6bmpvsvk8wrWiXHlkWjrL+v65+Bq3qnYMP/NlmP2QtXI7ok4pdHxkrmOaVXKj77rdTpM3z34Cin5zsK9vHdKJ7jEG4kJKUIHVSW8IxevPiL1w909L49MDvO7/ccmB2H9346Zf0dqHAMgRBYffmuhuu7eHm3JLz/82mr3SqF0pGgy+HtEGdxEO+9PA/vzxuEx67sITivN7r2bGgW5gBi0IEYXTv1MQVAF5YQAl15icNxzg01WMC3j1ggJ1jv3zbY+v9uKTY70G0Pjcam+y4TVUv9793DgqqyFCg8bROpXkVX0x0pyorDuruG4pdHxoS6KO2GtqDmpmhHO91t7bXunBCJd+cOxDPX9kIxzzvmL38dg/Xzh6Jvpuc70I8Udxc9bsmzV6cYcLw2VwdIoAnEGNsp1neHe+HG5d2S8J87h2Dbw6NDXRRKGLNt2zZcccUVSEtLA8Mw2Lhxo/WcXq/HX/7yF/Ts2RORkZFIS0vDrFmzcP78eUEeLS0tuPfee5GQkIDIyEhMnToVZ8+eDfKTCGk/X5+OjBsTHYtgKZcxUNWcAowGwfkmiZiTMwd0wq3DOmNij2Q8fkVXEJMRuorT0F08ZXUOJEUgbCxNjTXiJ4IgVQTyFvxg0ArOdqPM+AgUpDk6HGIYoHdGTOAKFERobLvAUpQVi6RoVaiL0W4IV8ccXy6waQ70yYwJXUF8oL04m7osPxHX9c8Q2KAnaVTo54VQCQDJWvH3l59nMEZRfw7V788bhOn9O+HB8YHRPAolDMNgQOe4dh/XkuIbDQ0N6N27N15++WWHc42NjdizZw+WLl2KPXv2YP369Th69CimTp0qSLdgwQJs2LABH374IXbs2IH6+npMmTJF4Ngy2LRpwbJz585gGEbwt3jxYqfXEEKwfPlypKWlQa1WY9SoUfj999+DVOLgIO5VVHj04MGDgt+W7zkx6ATHbxrcGdP6dcI9l+ejT3o09BU2dZuHhifi1KlTkMITG0tTS6M1xImzOFumlgbR48SoEz1ujy+qPKG0sbTHnar95w39AACrru3lImVo8VethlP7UNoP9q/aY1PNauELx4XXhJiv6QD4TwCm6z6UglQNkjVK5PrgpbowXdg/h+UlYNW1vRGt8l5tt52sQ1DaGXV1daitrbX+tbQ4mjcBwKRJk/Dkk09i2rRpDue0Wi02b96M6dOno2vXrhg8eDBeeukl7N69G6dPnwYA1NTUYPXq1fj73/+OsWPHom/fvnjvvfdw4MABfPPNNwF9Rme0acESAB5//HGUlpZa/x599FGn6VetWoXnnnsOL7/8Mn799VekpKRg3LhxqKurC1KJA8+ILokOx0wm56quBATGxhroKk5bj8lj0xzSJUbaPgKDcxNQUVEhucrsyeqzvsq2ve9MWIWEgx6iF39x/UmwJlj+EpAm90rF0ScnYXp/9+1pQ4G/vCjSCTAlGBRlxeLok5Nw35j8UBdFGjrhpviRz+4djh/+crlPzsQCIQTSbk4JRwoKCqDVaq1/K1as8Eu+NTU1YBjGGmpw9+7d0Ov1GD9+vDVNWloaCgsLsXPnTr/c0xvavPOe6OhopKSkuJWWEIIXXngBjzzyiHWF4O2330ZycjI++OAD3HHHHYEsatC4eXAWEqKUuPffe63HxIQ8vV4PudwmKBpqLwoTsDIUFRWhsbERhw8flrxfU1MTIiIc7SS8UYWVMeaXRwpTc73ocS7OPQ+gUsKH3I3vZVuUW8I1ULFPkww6m6AEEbH3Plzfq0Cg5ILngCRRRHUwyo0QUZTAwrIM2Db5BaRQgs+hQ4eQnm6bkyqVvqtENzc3Y/Hixbjhhhug0Zh3/8vKyqBQKBAbK1SxT05ORllZmc/39JY2P2I//fTTeOKJJ5CRkYHrrrsODz30EBQKcc+lJSUlKCsrE0j3SqUSI0eOxM6dOyUFy5aWFsFWtmV302AwOFXbDAZ6vV4wz7aUZ2KB466lwSC0q9yzZw/69evXep3tXEKUAhX1OgDEmp/lWoZ3N8uxAwcOWPMR3I+n4+1uPd07OleyXu2FY4PBgF69eoFhGNw5Qo1/bS/Btf3S8cmec5L5E0Ic8tbr9UhWAzOK0pAQrZIsq8lkEr3WF8Sf0/E+7l7bFrDvs/x+JgW/7fm771LX+btuwq2uLeXxtlzh9jzhjNj4av873OrTREwwGjwff/ncd3kuymqa0SVRHbDnWzO7CG/9UIIkw0VUyJPw8Pg8672WTu6GPaeqMaZLfNjVb7Cx/3ZbENYLkTgufk2w65Q/hvvr3kTkm+wrnnx7vb230Yu5EcWRcBt/Le9pdHS0VfjzB3q9HjNnzoTJZMIrr7ziMj0hJKRxvNu0YHn//fejX79+iI2NxS+//IIlS5agpKQEb775pmh6iwSfnJwsOJ6cnOxU/XLFihV47LHHHI5/++23SEhI8OEJ/IVt9XzTpk2847bm/eqrr3D8+HGHKy11crbeNujrWlpgXqdnsGnTJhBCcOLECQBAc7MMAAN5TAp27NjhkA+fuCZzGbKjSWu5XHe3spIj2HHxiEh+nIO665kzZ6zpCgD8YwgAnMInTu7TV3nRro5sDFWcBlqATZuOOtwbAI4fP4ZNLUcxOYPB52dkuKazUTIv59jKJ9ZepaWl2LRJSjiWurZtwZ+sNzc1uXyW2lpzvwOA0rJSWPo8/7qmJlsa/9RN+Nf15s2bPUgd/s8TjhgMrvuVZ+0QSMxtXHWpCvv2VwIw7zZ60965AHIVwBdfODFN8APXWtdAL+Dnbba4xAkAxkcDX38VWg+H4cC+CgaWtuTDb9e6Os/Gv2D3Wf4Y7vv4Y+7nFy9Kf8+9yQ/wrGze1iG/PaXuxzAMZDIarsQVHMdhy5YtQbmX0Wh0auJVUVHh93vq9XpMnz4dJSUl+O677wQCa0pKCnQ6HaqqqgS7luXl5Rg6dKjfy+IuYSdYLl++XFSI4/Prr7+if//+eOCBB6zHevXqhdjYWFx77bV4+umnER8vHX7CXpJ3Jd0vWbIECxcutP4+d+4cCgoKMGbMGMF2dyjQ6/V499i31t/FxcXW/9//49eC43v27HG4vl+/fqiursbh0hpgs3kCoVQqAb0OrFyJ4mLz7q7l2ndO7gGn0oBVRWHs2LFobm6GUqlEjx49HPIGgKsm6aBRySFjGUF5pCjs2ROF6VoUFBRApbJ5wrv/x6+hvyScYFx55ZWieUjd55p+aXjg6kKH43q9Hps3b8a4ceMEqsH2+XXp0gXFo3NRDGBpgw7xkd7F9LRvF/vjaWlpKC4Wd7gjdW1bQq/X4/MvbR/keG00ioudD4L/PLETpU1mNejUlFTsqzRPQPl1sL3ld3yy5xxiI+TWfusL4VzXrvqsGKvP/ITfztZiYOdYFBcPCHAJ2w+P7PnO6kXbvh940w6BxNJnY+Ni0bt3J7x33OykLdz6L59wq8NwxPhbKd45dsDhOL9d/3liJ8pax0hn7R2q+n6t5Eegwazt5Wt/tPTzhMREFBcX+Vw2T8d6X+sw/WwN3jn2s+j9CCEoLy9HbW2tx/l2NAghaG5uhkqlCtoOnUajQVJSkuj9zp2T1pbzBotQeezYMWzZssVBrikqKoJcLrc6+QHMGxMHDx7EqlWr/FoWTwg7wfKee+7BzJkznabp3Lmz6PHBg82xAI8fPy4qWFpsMcvKypCaaosvVV5e7rCLyUepVAp0pC0vPMdxYfEh5K+fSJVHLpeD44TNHRkZiUuXLuHs2bMoLbfZLvJfGEt+tmsZyCJjAADp6ek4deoUoqOjJe+bpPWsfuRyDhzH4ejRo+jXr5/kYCGPSfG47hOiVU6vkcvlTs9zMpn1fEqMf9pd7H4sy7r1bOHQ97yFH2YtWu283gFhn2RYx/4JAMuvLES3VA0mFnreN1wRrnXtqs/yeWvOQGzcew7T+nUK2+cJR/gjkLPxNZzq1H63I5zKJkW41WE4EaGU7ncWNGq56HEpgl3fYvMKf+Tpj7x+WjIG17y6Ey/M7ONRft7WYf/sBDx7XW9kxUc4XF9aWoq6ujokJycjIiIipCqN4Y7JZEJ9fT2ioqLAsoG1eyeEoLGxEeXl5ZDJZAIZwoL9HNsV9fX1Ak3CkpIS7Nu3D3FxcUhLS8O1116LPXv24LPPPoPRaLRq6MXFxUGhUECr1WLu3Ll48MEHER8fj7i4OCxatAg9e/bE2LFjfXtgHwg7wTIhIcFr9dK9e83OasQaHACys7ORkpKCzZs3o2/fvgAAnU6H77//Hk8//bR3BW6DsCwLk8mEhoYGNDSIh++wp7CwECdPnoQqPg01zbZ8APglXs41A7JxqrwK3Xku8y9dumRdICBGoQ49q/Le7bm3BGt4p58RR9wJnRCl5DDvspwglKZtkhClpPVDobRBxnRPxrC8ePTJiEGEgsMzXx3B4kndBGmeua437v33HswflReiUrZdUrQq/LD48qDe89qiTg7HjEYjqqurkZSU5FTrjmLGZDJBp9NBpVIFXLAEALVaDcC8GZWUlOSzqvKuXbswevRo62+LZuTs2bOxfPlyfPrppwCAPn36CK7bsmULRo0aBQB4/vnnwXEcpk+fjqamJowZMwZr164NqRp12AmW7vLjjz/ip59+wujRo6HVavHrr7/igQcewNSpU5GZmWlN161bN6xYsQJXX301GIbBggUL8NRTTyE/Px/5+fl46qmnEBERgRtuuCGETxMcYmJiUF1djYiICNTX23lX5c3bxXTIlUolunbtCk51DmhuAmATLJubm30u212jch3yOXnypHVwNbU0+nwPX8N4BC3cCJUsKZSw4Z7L87Diiz8wrW9ozR7cYWhuPHaeqMRNg7NgMFL3ye0FuYzF+/MGW3/fPdpReMxOiMRn914WzGJR/IzFCY2Yl31KeGBpG71e77PwNmrUKKc2m+6E7FOpVHjppZfw0ksv+VQWf9JmBUulUomPPvoIjz32GFpaWpCVlYXbbrsNDz/8sCDdkSNHBOErHn74YTQ1NWH+/PmoqqrCoEGD8PXXXyM6OjrYjxB0cnNzodfr0djY6ODIJ0rpXlfgd3SLYKnX61FbW+tXL1gWDAYDOI4ThEJRJHb2+33cgaqkhAc0KDYlmNw+IgejuyX5FBw+WKy9ZSBOX2pAXlI01u2mTm8olLYInWuEL7RtXNNmBct+/frhp59+cpnOXuJnGAbLly/H8uXLA1Sy8EYul4sKgCkxKtw5MgdRSg5rd550Ky9L2BUAOHbsGIqKfDeit+fgwYMOagCMLDTdNmg7lsG5TdjgzqocFSYpoYJhGHRJbhsLjwqORV5S2ygrheIrLJ3kUyhhR8eJ8kyxIrXiMqVXGkZ1TXJ6LX9+74sNwONXCr3IWoQL+zz9Yb9pwddvkK+qtBQKhUKhdET8uTa4/IoCpGlVWD5V3Bs9hUIJHVSwbAf0jDMP2QlR3oW/AIDMzEyh17aYFJfX8MOBeEJStBLXD8wUPZeYmOigt853MMRppb33Bprg2Vh2LAGWbkZSKP6HvleU9sqcYdnYuWQMshMiQ10USoA5efIkGIbBvn37nKYbNWoUFixYEJQyUZxDBct2QJ84gvfn9sfmB0YKjke7aTcJmAW6rKws8w/ivtfV3NxcAEBUlGf2R3IZiwk9bEIiXx2yVy9hDMc//vjD+v9QeIO10LHEvfCCP0mmarEUCoVCoYQPc+bMAcMw1hAwOTk5WLRokduRB6TIyMhAaWkpCgvNMci3bt0KhmFQXV0tSLd+/Xo88cQTPt2L4h/arI0lxQbDAAM7x3kdz6lTJ7Pb69jYWFRWVoLTxEsud9tP6i27ayaTyeP7Pje9Dx7/3yEU90oFWsqsx1mWRVRUlKPnWvi2m+erYEhtLCkUSluBjiOUcMIdW3pK22bixIlYs2YN9Ho9tm/fjnnz5qGhoQGvvvqq13nKZDJrDHpnxMXFeX0Pin+hO5btGGfDuEWYBIDkZPPOIcuy6NKlCxTR7r+gFs+wUoKlyWTC7t27cfjwYesxi4AWqeTw9LW9MLJLIu+c+WTnzp3dLoM9AzrHIiZCjluHZXudB5/JPVOhkLGY1s8x7hTFe+4dbY6puHRKgUfXLRzfBQAwd7h/2leKsd1Dp3ZNoVAoFAohBI06Q0j+PF0MUCqVSElJQUZGBm644QbceOON2LhxI1paWnDfffchKSkJKpUKw4cPx6+//mq9rqqqCjfeeCMSExOhVquRn5+PNWvWABCqwp48edIa9zE2NhYymQzz588H4KgKW1VVhVmzZiE2NhYRERGYNGkSjh07Zj2/du1axMTE4KuvvkL37t0RFRWFiRMnorS01NumorRCdyw7KMnJyWBZFgqF93aZgGvB0qIX39jYiExFI06U12Li4IEO6ewHMKndV5WcRbPe+e7ox3cMgcFEIJexWDypG7o8+oWrx3DKyzf0hd5IoOD8sw4zqTAFXxwsw2X5CaLnh+RKO0Ua2DkOv5y8hKvbQEw9V9x3eR7uHdPVrXrl948uydE4+uQkv7WHFIXpGnxz+EJA70GhBAq6P0ShtH2a9EYU/O2rkNz70OMTEKHwXkxQq9XQ6/V4+OGHsW7dOrz99tvIysrCqlWrMGHCBBw/fhxxcXFYunQpDh06hC+++AIJCQk4fvw4mpqaHPLLyMjAunXrcM011+DIkSOIioqyxv60Z86cOTh27Bg+/fRTaDQa/OUvf0FxcTEOHTpknV82Njbi2WefxbvvvguWZXHTTTdh0aJFeP/9971+ZgoVLDs0iYmJosc9WaRyJVjyBYLl4zOw93QVJnVTSuZn2bG05Gvhnzf0RXR6Hv617SR2napyWiaGYSCXmfPhCx/eqrIyDAMF5z/Fsmeu640JPVJweXehB94dfxmN/WdqMKlQWu3jjVn9seVIOcb3aB+7ad4Kh4EWKgFAq/ZOtZxCoVAoQpI1KvxRVuc6IaVd8Msvv+CDDz7A6NGj8eqrr2Lt2rWYNGkSAOCNN97A5s2bsXr1ajz00EM4ffo0+vbti/79+wOQ1liTyWRWldekpCRoNBrU1tY6pLMIlD/88AOGDh0KAHj//feRkZGBjRs34rrrrgNgjsH+2muvWX2F3HPPPXj88cf9Wg8dESpYUnzCIgBKqUzExcXh0qVLAMwT9VFdk9DU4PhxEbs+Pj4elZWVAICs+EgU9UjDa9tO+qnkoSNKyeEqkR3HTrER6BQb4fRabYRc9Nr2Tih2X64fmImf/qzE5d2ch+ChUCgUinNWTOuJv244gFv8ZKLSUVDLZTj0+ISQ3dsTPvvsM0RFRcFgMECv1+PKK6/Evffei08++QTDhg2zppPL5Rg4cKDVROquu+7CNddcgz179mD8+PG46qqrrAKhNxw+fBgcx2HQoEHWY/Hx8ejatavALCsiIsIqVAJAamoqysvLvb4vxQwVLNsx3hrLO7uK2J2Vct5TX18PhULhk6ot31GPxessdQBACRYquQz/url/qItBoVAobZ60GDXW3uJoBkNxDsMwPqmjBhPL7qRcLkdaWhrkcjn2798PwNHxIiHEemzSpEk4deoUPv/8c3zzzTcYM2YM7r77bjz77LNelUNqnsi/J+BocsUwDJ1j+gHqvKcd4+3rYbH9S4yWVlm1wN+xtLyQjY2NOHLkCA4cOACOc29AtFzLf+krKiqs/8/LyzOncys3cRjqJ5FCoXQQ6ASJQqEEk8jISOTl5SErK8sqtOXl5UGhUGDHjh3WdHq9Hrt27UL37t2txxITEzFnzhy89957eOGFF/D666+L3sOyWWE0GiXLUVBQAIPBgJ9//tl6rLKyEkePHhXckxIY2sYyCCWoPDa1BwpSNSjumeoyLd8W0rIaxA8TcvbsWbfuaRkkpCZDMplnKhmUdgadI1MoFAqF0qaIjIzEXXfdhYceeghxcXHIzMzEqlWr0NjYiLlz5wIA/va3v6GoqAg9evRAS0sLPvvsM0kBMCsrCwzD4LPPPsPEiROh1+uh0WgEafLz83HllVfitttuw7/+9S9ER0dj8eLFSE9Px5VXXhnwZ+7o0B3Ldoy3C9bRKjnmXZaDtBi1yzz5gqW7sSyjo6Pt8rRlqtPpnF5LF+EpFAqFQqFQ2gYrV67ENddcg5tvvhn9+vXD8ePH8dVXXyE2NhaAeRdyyZIl6NWrF0aMGAGZTIYPP/xQNK/09HQ89thjWLx4MVJTU/Hwww+LpluzZg2KioowZcoUDBkyBIQQbNq0yet47xT3oTuWFL9x6tQpgSG0FHV1Nuc9ly5dEgiW/J3Jvn37Yu/evYiPt4Xf8EkVlmrCUigUCoVCofiVtWvXSp5TqVR48cUX8eKLL4qef/TRR/Hoo4+KnuvcubODJtvSpUuxdOlSmEwmq1fYrVu3CtLExsbinXfekSzTnDlzMGfOHMGxq666ipoQ+AEqWLZj7B3t+CdPaaqrq3HhwgW3dy4bGhpQUlIiOKZW23ZJWZZFUVGR4HyPNA32n6l2t7iUdkKvTlr8WdEQ6mJQKG0GOj2iUCgUSrChgmU7JhQLL2fPnkVSkuvwDIQQnDp1yuG4K1vKJZO6QauW44peaV6XkdL2eGxqIVJj1Li6A4ZaoVAoFAqFQmkLUMGSEjT4wWxPnjyJpqYmj/OIVsnxl4nd/F00SpijjaDtTqFQKBQKhRLOUOc97ZhAbFi6swsqpgrbp08f5OfnW39funTJn8WiUCgUCoVCoVAoIYQKlhSf6dmzp+A33zkPAMTHx9NwIRQKhRJMqJElhUKhUIIMFSzbM0GaWFgC1lqwFyIzMzPdyicjI8NvZaJQKBQKhUKhUCjBgwqW7ZhAeIV1R1qNiooS/ObHunSGvYDqb2i0EQqFQqFQKBQKJTBQwZLid7yNA9TY2OjnklAoFAqFQqFQKJRgQAXLdkwgwo2katUu0/C9vaamprqdtzthSigUCoXimsBorFAoFIp/GDVqFBYsWBDqYlD8DBUsKR7x8g19MbJLIj68fbDgeEFBgfX/9fX11v+npQnjTSYkJEjmHXAHPwxVhqVQKBQKhULxJ3PmzAHDMGAYBnK5HDk5OVi0aBEaGhokr1m/fj2eeOKJIJaSEgzarGC5detWaye2//v1118lr+N3fsvf4MGDJdO3ZZ64qhAAcM/oPL/lmRUfibdvHYjBOfGC42q1651MAMjKykJRUZHoOYYKfhQKhUKhUChtjokTJ6K0tBR//vknnnzySbzyyitYtGiRQzq9Xg8AiIuLQ3R0dLCLSQkwbVawHDp0KEpLSwV/8+bNQ+fOndG/f3+n11o6v+Vv06ZNQSp1cLl+YCZ2PzoWiyZ0DXVRJImLi0PPnj3Rq1evUBeFQqFQKBQKheIFSqUSKSkpyMjIwA033IAbb7wRGzduxPLly9GnTx+89dZbyMnJgVKpBCHEQRW2paUFDz/8MDIyMqBUKpGfn4/Vq1dbzx86dAjFxcWIiopCcnIyZs2ahcrKyhA8KcUZbVawVCgUSElJsf7Fx8fj008/xa233upy58vS+S1/cXFxQSp18ImPUoa6CE4hhEChUEAulwf8XnQ/lEKhdBSUHI0dTKG0B0wmU0j+fEWtVlt3J48fP46PP/4Y69atw759+0TTz5o1Cx9++CFefPFFHD58GK+99po1ykBpaSlGjhyJPn36YNeuXfjyyy9x4cIF3HLLLT6XM1Rs27YNV1xxBdLS0sAwDDZu3Cg4TwjB8uXLkZaWBrVajVGjRuH3338XpGlpacG9996LhIQEREZGYurUqTh79mwQn8IRLqR39yOffvopKioqMGfOHJdpt27diqSkJMTExGDkyJH4v//7P6eOY1paWtDS0mL9XVdXBwAwGAzWlyZUWO4f6nIAQHJyMs6dOyc4JlWu6OhoVFVVIS4uLmhlN5mMovcKpzrsCND69h1ah+FBOLfDuG4JGJQdiwFZsWFZPgvhXIftEVrfvhOoOtTr9SCECAQ7k8mEvXv3+vU+7tK3b1+3w8URQqxlB4BffvkFH3zwAS6//HIQQqDT6fD2228jMTHRmt7yr8lkwtGjR/Hxxx/jq6++wtixYwEAnTt3BmCug1deeQV9+/bFk08+ab3nm2++ic6dO+PIkSPo2jU4mnkmkwmEEOj1ege/IAaDwaO8Ghoa0Lt3b9xyyy245pprHM6vWrUKzz33HNauXYsuXbrgySefxLhx43DkyBGrCvGCBQvwv//9Dx9++CHi4+Px4IMPYsqUKdi9e3fg/ZZIwBBvY0OEGcXFxQDgUq31o48+QlRUFLKyslBSUoKlS5fCYDBg9+7dUCrFd/eWL1+Oxx57zOH4m2++6dQZTUdDr9fj1KlTgmN5edL2nUajMSgd//4fzesnEzuZMCnD91U4CoVCoVAoFH/CcZxVldQS19tkMuG3334LSXl69erltmA5f/58fPzxx1CpVNZNl+LiYjz33HNYvXo1/vOf/2D37t2Ca6ZMmYKePXtixYoV2LBhA2677TaUlpaKarBNnz4dW7dudYh33tDQgI8//hjjxo3z/kE9QKfT4cyZMygrK3MQJCsqKjBv3jycOXMGnTp18ihfhmGwYcMGXHXVVQDMAndaWhoWLFiAv/zlLwDMm1zJycl4+umncccdd6CmpgaJiYl49913MWPGDADA+fPnkZGRgU2bNmHChAm+P7AXhN2OpZQQx+fXX38V2FGePXsWX331FT7++GOX+VsqHwAKCwvRv39/ZGVl4fPPP8e0adNEr1myZAkWLlxo/X3u3DkUFBRgzJgxSE9Pd3nPQKLX67F582aMGzcuKOqkztDpdDh48KDgWL9+/UJUGhv3//g1AKBLfj6KL891OB9OddgRoPXtO7QOwwPaDr5D6zC40Pr2nUDVYXNzM86cOYOoqCioVCrr8eHDh/vtHp7grlAJAHK5HKNGjcIrr7wCuVyOtLQ0a90olUpER0dDo9EIruE4DgqFAhqNxmqSptFoROuUZVlMmTIFK1eutB4jhKChoQF5eXlWldlA09zcDLVajREjRgjaCIBVY6+urg61tbXW40qlUnLjSoqSkhKUlZVh/PjxgnxGjhyJnTt34o477sDu3buh1+sFadLS0lBYWIidO3dSwdLCPffcg5kzZzpNY9ket7BmzRrEx8dj6tSpHt8vNTUVWVlZOHbsmGQa+05h6TAcx4XNwCyXy8OiLBxn61IJCQlhUSYLrIx1Wp5wqcOOAq1v36F1GB7QdvAdWofBhda37/i7Do1GIxiGAcuyAqHOEwEvVDAMg6ioKHTp0kX0HCD+HJbn7d27N0wmE7Zv325VheVTVFSEdevWIScnxzrPNJlMqK2tRVRUVNDqiGVZa0gV+7a3lIsffg8Ali1bhuXLl3t0n7KyMgBmEzM+ycnJVs3AsrIyKBQKxMbGOqSxXB8Kwk6wTEhI8Ei9lBCCNWvWYNasWV694JWVlThz5gxSU1M9vpYixN5pUkZGRohKQqFQKBQKhUJpC3Tu3BmzZ8/GrbfeihdffBG9e/fGqVOnUF5ejunTp+Puu+/GG2+8geuvvx4PPfQQEhIScPToUbz33ntYs2ZNWAnfhw4dEmgzerpbycd+Xk0Icemg1J00gSR8WsJLvvvuO5SUlGDu3Lmi57t164YNGzYAAOrr67Fo0SL8+OOPOHnyJLZu3YorrrgCCQkJuPrqq4NZ7HaJfUcOpxcdABjqF5ZCoVAoFAol7Hj11Vdx7bXXYv78+ejWrRtuu+02NDQ0ADCreP7www8wGo2YMGECCgsL8cADD0Cj0YTdXNOi9mv580awTElJAQCHncfy8nLrLmZKSgp0Oh2qqqok04SCsNux9JTVq1dj6NCh6N69u+j5I0eOoKamBgAgk8lw4MABvPPOO6iurkZqaipGjx6Njz76iAZppVAoFAqFQqFQPGTt2rWS55YvXy6qCrp161bBb5VKheeeew7PPfecaD75+flYv3699bdFFTaUu3OBIjs7GykpKdi8eTP69u0LwOzH5Pvvv8fTTz8NwKweLJfLsXnzZkyfPh2AOSzLwYMHsWrVqpCVvc0Llh988IHT83ynt2q1Gl999VWgi9Rh4b/c1HaDQqFQKBQKhUJxpL6+HsePH7f+Likpwb59+xAXF4fMzEwsWLAATz31FPLz85Gfn4+nnnoKERERuOGGGwAAWq0Wc+fOxYMPPoj4+HjExcVh0aJF6Nmzp6idarBo84IlJXzgC5ah9pYrRjtc1KJQKBQKhUKhtDF27dqF0aNHW39bok/Mnj0ba9euxcMPP4ympibMnz8fVVVVGDRoEL7++muBhuXzzz8PjuMwffp0NDU1YcyYMVi7dm3IYlgCVLCkBIiIiIhQF4FCoVAoFAqFQgk7Ro0aJdCqtIdhGEk1YgsqlQovvfQSXnrppQCU0DvCy+KV0qbh71iGo867RkXXUSgUCoVCoVAolEBAZ9oUv5KamgqDweAQODaUrJzWE1uOlGPmwMxQF4VCoVAoFAqFQmmXUMGS4lfS0tJCXQQHZg7MpEIlhUKhUCiUsMdkMoW6CBQJaNu4hgqWFAqFQqFQKBRKCFEoFGBZFufPn0diYiIUCkVYmhWFCyaTCTqdDs3NzQGPZUkIgU6nw8WLF8GyLBQKRUDv15ahgiWFQqFQKBQKhRJCWJZFdnY2SktLcf78+VAXJ+whhKCpqQlqtTpoAnhERAQyMzMDLsi2ZahgSaFQKBQKhUKhhBiFQoHMzEwYDAYYjcZQFyes0ev12LZtG0aMGBGU2OkymQwcx9FdZBdQwZJCoVAoFAqFQgkDGIaBXC4PirDUlpHJZFZnkbSuwge6l0uhUCgUCoVCoVAoFJ+ggiWFQqFQKBQKhUKhUHyCCpYUCoVCoVAoFAqFQvEJamPpBZY4NqWlpSEuCWAwGFBRUYFz586B42hzegOtw+BC69t3aB2GB7QdfIfWYXCh9e07tA7Dg3BrB4tM0NFjXYa+JdogFy5cAAAMHDgwxCWhUCgUCoVCoVAo4cCFCxeQmZkZ6mKEDIYQQkJdiLaGwWDA3r17kZycHPJYNnV1dSgoKMChQ4cQHR0d0rK0VWgdBhda375D6zA8oO3gO7QOgwutb9+hdRgehFs7mEwmXLhwAX379g2LHdRQQQXLNk5tbS20Wi1qamqg0WhCXZw2Ca3D4ELr23doHYYHtB18h9ZhcKH17Tu0DsMD2g7hCXXeQ6FQKBQKhUKhUCgUn6CCJYVCoVAoFAqFQqFQfIIKlm0cpVKJZcuWQalUhroobRZah8GF1rfv0DoMD2g7+A6tw+BC69t3aB2GB7QdwhNqY0mhUCgUCoVCoVAoFJ+gO5YUCoVCoVAoFAqFQvEJKlhSKBQKhUKhUCgUCsUnqGBJoVAoFAqFQqFQKBSfoIIlhUKhUCgUCoVCoVB8ggqWFAqFQqFQKBQKhULxCSpYusGKFSswYMAAREdHIykpCVdddRWOHDkiSEMIwfLly5GWlga1Wo1Ro0bh999/t56/dOkS7r33XnTt2hURERHIzMzEfffdh5qaGkE+nTt3BsMwgr/Fixe7LOOBAwcwcuRIqNVqpKen4/HHH4eUw98ffvgBHMehT58+bj3/K6+8guzsbKhUKhQVFWH79u2C8+vXr8eECROQkJAAhmGwb98+hzw6ch1u27YNV1xxBdLS0sAwDDZu3OiQZs6cOQ5lHjx4sMu8ndEe6nzr1q0O+TIMgz/++MNl3r72245cf6Hqs1K0h7YAgJaWFjzyyCPIysqCUqlEbm4u3nrrLZd50zHYhjd1GIr+3B7qW6xOGIZBjx49XOZN+6xvdRhOY3B7aAcAeP/999G7d29EREQgNTUVt9xyCyorK13m7Y++3KEgFJdMmDCBrFmzhhw8eJDs27ePTJ48mWRmZpL6+nprmpUrV5Lo6Giybt06cuDAATJjxgySmppKamtrCSGEHDhwgEybNo18+umn5Pjx4+Tbb78l+fn55JprrhHcKysrizz++OOktLTU+ldXV+e0fDU1NSQ5OZnMnDmTHDhwgKxbt45ER0eTZ5991iFtdXU1ycnJIePHjye9e/d2+ewffvghkcvl5I033iCHDh0i999/P4mMjCSnTp2ypnnnnXfIY489Rt544w0CgOzdu5fWIY9NmzaRRx55hKxbt44AIBs2bHBIM3v2bDJx4kRBmSsrK13m7Yz2UOdbtmwhAMiRI0cEeRsMBqd5+6PfduT6C1WflaI9tAUhhEydOpUMGjSIbN68mZSUlJCff/6Z/PDDD07zpmOw73UYiv7cHuq7urpakOeZM2dIXFwcWbZsmdO8aZ/1vQ7DaQxuD+2wfft2wrIs+cc//kH+/PNPsn37dtKjRw9y1VVXOc3bX325I0EFSy8oLy8nAMj3339PCCHEZDKRlJQUsnLlSmua5uZmotVqyWuvvSaZz8cff0wUCgXR6/XWY1lZWeT555/3qDyvvPIK0Wq1pLm52XpsxYoVJC0tjZhMJkHaGTNmkEcffZQsW7bMLaFo4MCB5M477xQc69atG1m8eLFD2pKSErdfqo5Uh3ycfSCuvPJKj/LylLZY5xbBqKqqyqO8A9FvO1L98Qlln5WiLbbFF198QbRarccTPzoG+16HfELVn9tifduzYcMGwjAMOXnypNO8aZ/1vQ75hNsY3Bbb4ZlnniE5OTmC61588UXSqVMnp3kHqi+3Z6gqrBdYtu7j4uIAACUlJSgrK8P48eOtaZRKJUaOHImdO3c6zUej0YDjOMHxp59+GvHx8ejTpw/+7//+Dzqdzml5fvzxR4wcORJKpdJ6bMKECTh//jxOnjxpPbZmzRqcOHECy5Ytc+s5dToddu/eLXguABg/frzT53KHjlKHnrB161YkJSWhS5cuuO2221BeXu7X/NtqnQNA3759kZqaijFjxmDLli1O8w1Uv+0o9ecJge6zUrTFtvj000/Rv39/rFq1Cunp6ejSpQsWLVqEpqYmyXzpGOx7HXpCIPtzW6xve1avXo2xY8ciKytLMl/aZ32vQ08IxRjcFtth6NChOHv2LDZt2gRCCC5cuIBPPvkEkydPlsw3kH25PcO5TkLhQwjBwoULMXz4cBQWFgIAysrKAADJycmCtMnJyTh16pRoPpWVlXjiiSdwxx13CI7ff//96NevH2JjY/HLL79gyZIlKCkpwZtvvilZprKyMnTu3Nnh3pZz2dnZOHbsGBYvXozt27c7vMRSVFRUwGg0ij6X5Zm9oSPVobtMmjQJ1113HbKyslBSUoKlS5fi8ssvx+7duwWDpbe01TpPTU3F66+/jqKiIrS0tODdd9/FmDFjsHXrVowYMUI030D0245Uf+4S6D4rRVttiz///BM7duyASqXChg0bUFFRgfnz5+PSpUuSNoJ0DPa9Dt0lkP25rdY3n9LSUnzxxRf44IMPnD4r7bO+16G7hGIMbqvtMHToULz//vuYMWMGmpubYTAYMHXqVLz00kuS+QaqL7d7QrVV2laZP38+ycrKImfOnLEe++GHHwgAcv78eUHaefPmkQkTJjjkUVNTQwYNGkQmTpxIdDqd0/t98sknBACpqKgghBBSUFBAIiMjSWRkJJk4cSIhhJBx48aR22+/XXDd2bNnCQDy448/EoPBQPr3709effVV63l7Nc5t27ZZ842MjCTvvfceOXfuHAFAdu7cKcj7ySefJF27dnUoq7tqAB2pDu2BhEqLPefPnydyuZysW7fOZVp3aIt1LsWUKVPIFVdcQQgJXr/tSPVnT6j6rBRttS3GjRtHVCoVqa6utqZZt24dYRiGNDY20jE4QHVoTyj6c1utbz5PPfUUiY+PJy0tLdZjtM8Gpg7tCacxuK22w++//05SU1PJqlWryP79+8mXX35JevbsSW699VZCSHD7cnuH7lh6wL333otPP/0U27ZtQ6dOnazHU1JSAJhXRlJTU63Hy8vLHVY66urqMHHiRERFRWHDhg2Qy+VO72nx8HX8+HHEx8dj06ZN0Ov1AAC1Wm29v/3qiUUdIjk5GXV1ddi1axf27t2Le+65BwBgMplACAHHcfj6668xZMgQgSer5ORkKJVKyGQy0bztn8tdOlodektqaiqysrJw7Ngxr/Ow0Fbr3Fne7733HgCgf//+Ae+3Ha3+vMWffVaKttwWqampSE9Ph1artabp3r07CCE4e/ZsUPoy0PHq0Fv81Z/bcn1bIITgrbfews033wyFQmE9TvtsYOrQWwI9BrfldlixYgWGDRuGhx56CADQq1cvREZG4rLLLsOTTz4ZtL7cIQilVNtWMJlM5O677yZpaWnk6NGjoudTUlLI008/bT3W0tLiYLhcU1NDBg8eTEaOHEkaGhrcuvf//vc/AkDggcqeV155hcTExAhWwVauXGk1XDYajeTAgQOCv7vuuot07dqVHDhwQODZy56BAweSu+66S3Cse/fuHhsud+Q65AM3Vx4rKiqIUqkkb7/9tlv5itHW61yKa665howePdrp/f3Rbzty/fEJZp+Voj20xb/+9S+iVqsFHg43btxIWJYljY2NknnTMdj3OuQTrP7cHurbgsUJ2IEDB9y6P+2zvtchn1CPwe2hHaZNm0amT58uuG7nzp0EADl37pxk3v7qyx0JKli6wV133UW0Wi3ZunWrwAUy/0O2cuVKotVqyfr168mBAwfI9ddfL3C1XFtbSwYNGkR69uxJjh8/Lur6f+fOneS5554je/fuJX/++Sf56KOPSFpaGpk6darT8lVXV5Pk5GRy/fXXkwMHDpD169cTjUYjGirDgrseTS2ullevXk0OHTpEFixYQCIjIwUezSorK8nevXvJ559/TgCQDz/8kOzdu5eUlpbSOiSE1NXVkb1795K9e/cSANbyWQbKuro68uCDD5KdO3eSkpISsmXLFjJkyBCSnp5ufXZvaA91/vzzz5MNGzaQo0ePkoMHD5LFixcTAC5VffzRbzty/YWqz0rRHtqirq6OdOrUiVx77bXk999/J99//z3Jz88n8+bNc5o3HYN9r8NQ9Of2UN8WbrrpJjJo0CC3n532Wd/rMJzG4PbQDmvWrCEcx5FXXnmFnDhxguzYsYP079+fDBw40Gne/urLHQkqWLoBANG/NWvWWNOYTCaybNkykpKSQpRKJRkxYoRgZcqyWiX2V1JSQgghZPfu3WTQoEFEq9USlUpFunbtSpYtW+bWys5vv/1GLrvsMqJUKklKSgpZvny5010LT0Jl/POf/yRZWVlEoVCQfv36WV1MW1izZo3oc/HjNHXkOpQq9+zZswkhhDQ2NpLx48eTxMREIpfLSWZmJpk9ezY5ffq0y7yd0R7q/Omnnya5ublEpVKR2NhYMnz4cPL555+79fy+9tuOXH+h6rNStIe2IISQw4cPk7FjxxK1Wk06depEFi5c6NZOGx2DfavDUPTn9lLf1dXVRK1Wk9dff92j56d91rc6DKcxuL20w4svvkgKCgqIWq0mqamp5MYbbyRnz551mbc/+nJHgiGEEFAoFAqFQqFQKBQKheIlNI4lhUKhUCgUCoVCoVB8ggqWFAqFQqFQKBQKhULxCSpYUigUCoVCoVAoFArFJ6hgSaFQKBQKhUKhUCgUn6CCJYVCoVAoFAqFQqFQfIIKlhQKhUKhUCgUCoVC8QkqWFIoFAqFQqFQKBQKxSeoYEmhUCgUCoVCoVAoFJ+ggiWFQqFQKBQKhUKhUHyCCpYUCoVCoVAoFAqFQvEJKlhSKBQKhUKhUCgUCsUn/h9l94mGOFOiiQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = np.load('gridtrading_stats/bybit_SOLUSDT_5.npz')['0']\n",
    "stats = (\n",
    "    LinearAssetRecord(data)\n",
    "        .resample('5m')\n",
    "        .stats()\n",
    ")\n",
    "stats.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "576e01a7-9f90-418b-bebb-8889635b4600",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = np.load('gridtrading_stats/bybit_ONDOUSDT_5.npz')['0']\n",
    "stats = (\n",
    "    LinearAssetRecord(data)\n",
    "        .resample('5m')\n",
    "        .stats()\n",
    ")\n",
    "stats.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "0993363e-9f7c-41a2-a271-7907c7057a90",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = np.load('gridtrading_stats/bybit_XRPUSDT_5.npz')['0']\n",
    "stats = (\n",
    "    LinearAssetRecord(data)\n",
    "        .resample('5m')\n",
    "        .stats()\n",
    ")\n",
    "stats.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "0c4a27c4-b349-4d1a-b140-30e6e5ae9438",
   "metadata": {},
   "outputs": [],
   "source": [
    "equity_values = {}\n",
    "for i, (asset_name, _) in enumerate(assets.items()):\n",
    "    data = np.load('gridtrading_stats/bybit_{}_5.npz'.format(asset_name))['0']\n",
    "    stats = (\n",
    "        LinearAssetRecord(data)\n",
    "            .resample('5m')\n",
    "            .stats()\n",
    "    )\n",
    "\n",
    "    equity = stats.entire.with_columns(\n",
    "        (pl.col('equity_wo_fee') - pl.col('fee')).alias('equity')\n",
    "    ).select(['timestamp', 'equity'])\n",
    "    equity_values[asset_name] = equity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "01d9be9b-0ca5-46bf-a1e2-4a11d715b5d6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Cumulative Returns (%)')"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "fig.set_size_inches(10, 3)\n",
    "\n",
    "legend = []\n",
    "net_equity = None\n",
    "for i, equity in enumerate(list(equity_values.values())):\n",
    "    asset_number = i + 1\n",
    "    if net_equity is None:\n",
    "        net_equity = equity['equity'].clone()\n",
    "    else:\n",
    "        net_equity += equity['equity'].clone()\n",
    "\n",
    "# 2_000 is capital for each trading asset.\n",
    "net_equity_df = pl.DataFrame({\n",
    "    'cum_ret': (net_equity / asset_number) / 2_000 * 100,\n",
    "    'timestamp': equity['timestamp']\n",
    "})\n",
    "net_equity_rs_df = net_equity_df.group_by_dynamic(\n",
    "    index_column='timestamp',\n",
    "    every='1d'\n",
    ").agg([\n",
    "    pl.col('cum_ret').last()\n",
    "])\n",
    "pnl = net_equity_rs_df['cum_ret'].diff()\n",
    "sr = pnl.mean() / pnl.std()\n",
    "ann_sr = sr * np.sqrt(365)\n",
    "\n",
    "plt.plot(net_equity_df['timestamp'], net_equity_df['cum_ret'])\n",
    "legend.append('{} assets, SR={:.2f} (Daily SR={:.2f})'.format(asset_number, ann_sr, sr))\n",
    "\n",
    "plt.legend(\n",
    "    legend,\n",
    "    loc='upper center', bbox_to_anchor=(0.5, -0.15),\n",
    "    fancybox=True, shadow=True, ncol=3\n",
    ")\n",
    "\n",
    "plt.grid()\n",
    "plt.ylabel('Cumulative Returns (%)')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
